Distillation.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "e117d08a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from autogluon.tabular import TabularDataset, TabularPredictor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "600203db",
   "metadata": {},
   "outputs": [],
   "source": [
    "def generate_save_path(mode,num,wc, scope):\n",
    "    save_path = './'+mode+'/result-'+wc+'-'+str(scope)+'/tgModels'+str(num)+'/'\n",
    "    return save_path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "2dc02716",
   "metadata": {},
   "outputs": [],
   "source": [
    "def generate_clone_path(mode,num,wc, scope):\n",
    "    save_path = './'+mode+'/clone-'+wc+'-'+str(scope)+'/tgModels'+str(num)+'/'\n",
    "    return save_path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "1d7c7a32",
   "metadata": {},
   "outputs": [],
   "source": [
    "def clone_model(mode,wc,scope):\n",
    "    for num in range(308):\n",
    "        save_path = generate_save_path(mode,num,wc,scope)\n",
    "        save_path_clone = generate_clone_path(mode,num,wc,scope)\n",
    "        # will return the path to the cloned predictor, identical to save_path_clone\n",
    "        predictor = TabularPredictor.load(save_path)\n",
    "        path_clone = predictor.clone_for_deployment(path=save_path_clone)\n",
    "#     generate_save_path('x',1,'high',1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ab0d8dbc",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './x/result-high-1/tgModels0/\\' to './x/clone-high-1/tgModels0/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels0/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels0/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels0/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels1/\\' to './x/clone-high-1/tgModels1/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels1/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels1/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels2/\\' to './x/clone-high-1/tgModels2/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels2/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels2/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels3/\\' to './x/clone-high-1/tgModels3/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels3/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels3/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels3/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels3/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels4/\\' to './x/clone-high-1/tgModels4/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels4/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels4/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels4/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels4/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels5/\\' to './x/clone-high-1/tgModels5/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels5/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels5/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels5/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels6/\\' to './x/clone-high-1/tgModels6/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels6/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels6/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels6/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels7/\\' to './x/clone-high-1/tgModels7/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels7/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels7/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels7/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels8/\\' to './x/clone-high-1/tgModels8/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels8/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels8/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels8/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels8/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels9/\\' to './x/clone-high-1/tgModels9/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels9/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels9/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels9/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels9/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels10/\\' to './x/clone-high-1/tgModels10/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels10/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels10/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels10/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels10/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels11/\\' to './x/clone-high-1/tgModels11/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels11/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels11/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels11/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels11/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels12/\\' to './x/clone-high-1/tgModels12/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels12/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels12/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels13/\\' to './x/clone-high-1/tgModels13/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels13/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels13/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels13/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels14/\\' to './x/clone-high-1/tgModels14/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels14/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels14/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels15/\\' to './x/clone-high-1/tgModels15/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels15/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels15/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels15/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels16/\\' to './x/clone-high-1/tgModels16/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels16/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels16/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels17/\\' to './x/clone-high-1/tgModels17/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels17/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels17/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels18/\\' to './x/clone-high-1/tgModels18/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels18/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels18/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels19/\\' to './x/clone-high-1/tgModels19/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels19/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels19/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels19/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels20/\\' to './x/clone-high-1/tgModels20/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels20/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels20/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels21/\\' to './x/clone-high-1/tgModels21/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels21/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels21/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels22/\\' to './x/clone-high-1/tgModels22/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels22/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels22/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels23/\\' to './x/clone-high-1/tgModels23/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels23/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels23/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels23/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels23/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels24/\\' to './x/clone-high-1/tgModels24/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels24/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels24/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels25/\\' to './x/clone-high-1/tgModels25/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels25/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels25/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels25/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels25/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels26/\\' to './x/clone-high-1/tgModels26/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels26/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels26/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels27/\\' to './x/clone-high-1/tgModels27/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels27/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels27/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels27/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels27/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels28/\\' to './x/clone-high-1/tgModels28/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels28/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels28/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels28/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels28/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels29/\\' to './x/clone-high-1/tgModels29/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels29/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels29/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels29/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels30/\\' to './x/clone-high-1/tgModels30/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels30/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels30/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels30/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels31/\\' to './x/clone-high-1/tgModels31/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels31/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels31/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels31/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels32/\\' to './x/clone-high-1/tgModels32/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels32/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels32/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels32/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels32/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels33/\\' to './x/clone-high-1/tgModels33/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels33/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels33/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels33/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels33/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels34/\\' to './x/clone-high-1/tgModels34/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels34/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels34/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels34/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels34/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels35/\\' to './x/clone-high-1/tgModels35/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels35/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels35/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels35/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels35/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels36/\\' to './x/clone-high-1/tgModels36/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels36/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels36/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels36/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels36/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels37/\\' to './x/clone-high-1/tgModels37/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels37/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels37/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels37/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels37/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels38/\\' to './x/clone-high-1/tgModels38/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels38/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels38/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels38/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels39/\\' to './x/clone-high-1/tgModels39/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels39/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels39/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels39/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels39/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels40/\\' to './x/clone-high-1/tgModels40/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels40/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels40/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels40/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels40/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels41/\\' to './x/clone-high-1/tgModels41/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels41/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels41/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels41/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels41/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels42/\\' to './x/clone-high-1/tgModels42/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels42/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels42/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels42/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels43/\\' to './x/clone-high-1/tgModels43/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels43/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels43/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels44/\\' to './x/clone-high-1/tgModels44/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels44/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels44/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels44/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels45/\\' to './x/clone-high-1/tgModels45/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels45/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels45/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels45/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels46/\\' to './x/clone-high-1/tgModels46/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels46/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels46/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels46/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels46/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels47/\\' to './x/clone-high-1/tgModels47/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels47/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels47/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels47/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels48/\\' to './x/clone-high-1/tgModels48/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels48/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels48/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels48/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels49/\\' to './x/clone-high-1/tgModels49/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels49/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels49/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels49/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels49/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels50/\\' to './x/clone-high-1/tgModels50/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels50/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels50/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels50/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels50/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels51/\\' to './x/clone-high-1/tgModels51/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels51/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels51/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels51/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels52/\\' to './x/clone-high-1/tgModels52/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels52/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels52/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels52/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels53/\\' to './x/clone-high-1/tgModels53/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels53/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels53/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels53/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels53/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels54/\\' to './x/clone-high-1/tgModels54/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels54/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels54/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels54/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels54/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels55/\\' to './x/clone-high-1/tgModels55/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels55/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels55/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels55/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels56/\\' to './x/clone-high-1/tgModels56/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels56/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels56/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels56/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels56/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels57/\\' to './x/clone-high-1/tgModels57/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels57/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels57/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels57/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels58/\\' to './x/clone-high-1/tgModels58/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels58/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels58/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels58/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels58/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels59/\\' to './x/clone-high-1/tgModels59/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels59/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels59/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels59/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels59/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels60/\\' to './x/clone-high-1/tgModels60/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels60/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels60/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels60/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels60/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels61/\\' to './x/clone-high-1/tgModels61/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels61/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels61/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels61/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels61/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels61/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels62/\\' to './x/clone-high-1/tgModels62/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels62/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels62/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels62/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels62/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels63/\\' to './x/clone-high-1/tgModels63/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels63/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels63/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels63/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels63/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels64/\\' to './x/clone-high-1/tgModels64/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels64/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels64/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels64/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels64/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels65/\\' to './x/clone-high-1/tgModels65/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels65/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels65/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels65/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels66/\\' to './x/clone-high-1/tgModels66/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels66/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels66/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels66/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels67/\\' to './x/clone-high-1/tgModels67/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels67/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels67/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels67/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels67/\\models\\LightGBMLarge\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels68/\\' to './x/clone-high-1/tgModels68/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels68/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels68/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels69/\\' to './x/clone-high-1/tgModels69/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels69/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels69/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels69/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels69/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels70/\\' to './x/clone-high-1/tgModels70/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels70/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels70/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels70/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels71/\\' to './x/clone-high-1/tgModels71/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels71/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels71/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels71/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels71/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels72/\\' to './x/clone-high-1/tgModels72/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels72/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels72/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels72/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels72/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels73/\\' to './x/clone-high-1/tgModels73/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels73/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels73/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels74/\\' to './x/clone-high-1/tgModels74/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels74/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels74/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels74/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels74/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels75/\\' to './x/clone-high-1/tgModels75/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels75/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels75/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels75/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels76/\\' to './x/clone-high-1/tgModels76/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels76/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels76/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels76/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels76/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels77/\\' to './x/clone-high-1/tgModels77/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels77/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels77/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels77/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels78/\\' to './x/clone-high-1/tgModels78/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels78/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels78/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels78/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels78/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './x/result-high-1/tgModels79/\\' to './x/clone-high-1/tgModels79/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels79/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels79/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels79/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels80/\\' to './x/clone-high-1/tgModels80/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels80/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels80/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels80/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels81/\\' to './x/clone-high-1/tgModels81/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels81/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels81/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels81/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels82/\\' to './x/clone-high-1/tgModels82/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels82/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels82/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels82/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels82/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels83/\\' to './x/clone-high-1/tgModels83/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels83/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels83/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels84/\\' to './x/clone-high-1/tgModels84/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels84/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels84/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels84/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels84/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels85/\\' to './x/clone-high-1/tgModels85/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels85/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels85/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels85/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels86/\\' to './x/clone-high-1/tgModels86/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels86/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels86/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels87/\\' to './x/clone-high-1/tgModels87/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels87/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels87/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels87/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels87/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels88/\\' to './x/clone-high-1/tgModels88/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels88/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels88/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels88/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels88/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels89/\\' to './x/clone-high-1/tgModels89/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels89/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels89/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels89/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels89/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels90/\\' to './x/clone-high-1/tgModels90/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels90/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels90/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels90/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels91/\\' to './x/clone-high-1/tgModels91/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels91/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels91/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels91/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels92/\\' to './x/clone-high-1/tgModels92/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels92/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels92/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels92/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels93/\\' to './x/clone-high-1/tgModels93/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels93/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels93/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels93/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels93/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels94/\\' to './x/clone-high-1/tgModels94/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels94/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels94/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels94/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels95/\\' to './x/clone-high-1/tgModels95/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels95/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels95/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels95/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels95/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels96/\\' to './x/clone-high-1/tgModels96/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels96/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels96/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels97/\\' to './x/clone-high-1/tgModels97/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels97/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels97/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels97/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels98/\\' to './x/clone-high-1/tgModels98/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels98/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels98/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels98/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels99/\\' to './x/clone-high-1/tgModels99/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels99/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels99/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels99/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels100/\\' to './x/clone-high-1/tgModels100/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels100/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels100/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels100/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels100/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels101/\\' to './x/clone-high-1/tgModels101/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels101/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels101/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './x/result-high-1/tgModels102/\\' to './x/clone-high-1/tgModels102/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels102/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels102/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels102/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels102/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels103/\\' to './x/clone-high-1/tgModels103/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels103/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels103/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels103/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels103/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels104/\\' to './x/clone-high-1/tgModels104/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels104/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels104/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels105/\\' to './x/clone-high-1/tgModels105/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels105/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels105/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels106/\\' to './x/clone-high-1/tgModels106/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels106/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels106/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels107/\\' to './x/clone-high-1/tgModels107/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels107/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels107/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels107/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels107/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels108/\\' to './x/clone-high-1/tgModels108/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels108/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels108/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels108/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels109/\\' to './x/clone-high-1/tgModels109/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels109/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels109/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels109/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels109/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels110/\\' to './x/clone-high-1/tgModels110/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels110/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels110/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels111/\\' to './x/clone-high-1/tgModels111/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels111/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels111/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels111/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels112/\\' to './x/clone-high-1/tgModels112/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels112/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels112/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels113/\\' to './x/clone-high-1/tgModels113/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels113/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels113/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels113/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels113/\\models\\LightGBMLarge\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels114/\\' to './x/clone-high-1/tgModels114/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels114/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels114/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels114/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels114/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels115/\\' to './x/clone-high-1/tgModels115/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels115/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels115/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels115/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels115/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels116/\\' to './x/clone-high-1/tgModels116/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels116/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels117/\\' to './x/clone-high-1/tgModels117/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels117/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels117/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels118/\\' to './x/clone-high-1/tgModels118/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels118/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels118/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels118/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels118/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels119/\\' to './x/clone-high-1/tgModels119/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels119/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels119/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels119/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels119/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels120/\\' to './x/clone-high-1/tgModels120/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels120/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels120/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels121/\\' to './x/clone-high-1/tgModels121/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels121/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels121/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels121/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels121/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels122/\\' to './x/clone-high-1/tgModels122/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels122/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels122/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels122/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels123/\\' to './x/clone-high-1/tgModels123/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels123/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels123/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels123/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels124/\\' to './x/clone-high-1/tgModels124/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels124/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels124/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels125/\\' to './x/clone-high-1/tgModels125/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels125/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels125/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels125/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels125/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels126/\\' to './x/clone-high-1/tgModels126/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels126/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels126/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels126/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels126/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels127/\\' to './x/clone-high-1/tgModels127/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels127/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels128/\\' to './x/clone-high-1/tgModels128/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels128/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels128/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels129/\\' to './x/clone-high-1/tgModels129/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels129/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels129/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels129/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels129/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels130/\\' to './x/clone-high-1/tgModels130/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels130/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels130/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels130/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels130/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels131/\\' to './x/clone-high-1/tgModels131/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels131/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels131/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels132/\\' to './x/clone-high-1/tgModels132/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels132/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels132/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels132/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels133/\\' to './x/clone-high-1/tgModels133/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels133/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels133/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels134/\\' to './x/clone-high-1/tgModels134/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels134/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels134/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels134/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels134/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels135/\\' to './x/clone-high-1/tgModels135/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels135/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels135/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels136/\\' to './x/clone-high-1/tgModels136/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels136/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels136/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels136/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels137/\\' to './x/clone-high-1/tgModels137/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels137/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels137/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels137/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels137/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels138/\\' to './x/clone-high-1/tgModels138/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels138/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels138/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels138/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels138/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels139/\\' to './x/clone-high-1/tgModels139/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels139/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels139/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels139/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels139/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels140/\\' to './x/clone-high-1/tgModels140/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels140/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels140/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels141/\\' to './x/clone-high-1/tgModels141/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels141/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels141/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels141/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels142/\\' to './x/clone-high-1/tgModels142/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels142/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels142/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels142/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels142/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels143/\\' to './x/clone-high-1/tgModels143/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels143/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels143/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels143/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels144/\\' to './x/clone-high-1/tgModels144/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels144/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels144/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels144/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels144/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels144/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels145/\\' to './x/clone-high-1/tgModels145/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels145/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels145/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels146/\\' to './x/clone-high-1/tgModels146/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels146/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels146/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels147/\\' to './x/clone-high-1/tgModels147/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels147/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels147/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels147/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels147/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels148/\\' to './x/clone-high-1/tgModels148/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels148/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels148/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels148/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels148/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels149/\\' to './x/clone-high-1/tgModels149/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels149/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels149/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels150/\\' to './x/clone-high-1/tgModels150/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels150/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels150/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels150/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels150/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels151/\\' to './x/clone-high-1/tgModels151/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels151/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels151/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels152/\\' to './x/clone-high-1/tgModels152/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels152/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels152/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels152/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels152/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels153/\\' to './x/clone-high-1/tgModels153/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels153/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels153/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels153/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels153/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels154/\\' to './x/clone-high-1/tgModels154/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels154/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels154/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels155/\\' to './x/clone-high-1/tgModels155/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels155/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels155/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels156/\\' to './x/clone-high-1/tgModels156/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels156/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels156/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels156/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels156/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels157/\\' to './x/clone-high-1/tgModels157/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels157/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels158/\\' to './x/clone-high-1/tgModels158/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels158/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels158/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels158/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels159/\\' to './x/clone-high-1/tgModels159/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels159/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels159/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels159/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels160/\\' to './x/clone-high-1/tgModels160/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels160/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels160/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels161/\\' to './x/clone-high-1/tgModels161/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels161/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels161/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels161/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels162/\\' to './x/clone-high-1/tgModels162/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels162/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels162/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels162/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels162/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels163/\\' to './x/clone-high-1/tgModels163/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels163/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels163/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels164/\\' to './x/clone-high-1/tgModels164/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels164/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels164/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels164/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels165/\\' to './x/clone-high-1/tgModels165/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels165/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels165/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels165/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels166/\\' to './x/clone-high-1/tgModels166/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels166/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels166/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels167/\\' to './x/clone-high-1/tgModels167/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels167/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels167/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels168/\\' to './x/clone-high-1/tgModels168/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels168/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels168/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels169/\\' to './x/clone-high-1/tgModels169/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels169/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels169/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels169/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels169/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels170/\\' to './x/clone-high-1/tgModels170/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels170/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels170/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels170/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels170/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels171/\\' to './x/clone-high-1/tgModels171/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels171/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels171/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels171/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels171/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels172/\\' to './x/clone-high-1/tgModels172/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels172/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels172/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels173/\\' to './x/clone-high-1/tgModels173/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels173/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels173/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels173/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels174/\\' to './x/clone-high-1/tgModels174/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels174/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels174/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels175/\\' to './x/clone-high-1/tgModels175/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels175/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels175/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels176/\\' to './x/clone-high-1/tgModels176/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels176/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels176/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels176/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels177/\\' to './x/clone-high-1/tgModels177/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels177/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels177/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels177/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels178/\\' to './x/clone-high-1/tgModels178/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels178/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels178/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels178/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels178/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels179/\\' to './x/clone-high-1/tgModels179/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels179/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels179/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels179/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels180/\\' to './x/clone-high-1/tgModels180/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels180/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels180/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels180/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels181/\\' to './x/clone-high-1/tgModels181/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels181/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels181/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels181/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels181/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels182/\\' to './x/clone-high-1/tgModels182/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels182/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels182/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels182/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels182/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels183/\\' to './x/clone-high-1/tgModels183/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels183/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels183/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels183/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels183/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './x/result-high-1/tgModels184/\\' to './x/clone-high-1/tgModels184/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels184/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels184/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels184/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels184/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels185/\\' to './x/clone-high-1/tgModels185/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels185/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels185/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels185/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels185/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels186/\\' to './x/clone-high-1/tgModels186/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels186/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels186/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels187/\\' to './x/clone-high-1/tgModels187/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels187/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels187/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels188/\\' to './x/clone-high-1/tgModels188/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels188/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels188/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels188/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels189/\\' to './x/clone-high-1/tgModels189/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels189/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels189/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels189/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels189/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels190/\\' to './x/clone-high-1/tgModels190/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels190/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels190/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels190/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels191/\\' to './x/clone-high-1/tgModels191/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels191/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels191/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels191/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels191/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels192/\\' to './x/clone-high-1/tgModels192/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels192/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels192/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels192/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels193/\\' to './x/clone-high-1/tgModels193/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels193/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels193/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels193/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels194/\\' to './x/clone-high-1/tgModels194/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels194/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels194/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels195/\\' to './x/clone-high-1/tgModels195/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels195/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels195/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels195/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels195/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels196/\\' to './x/clone-high-1/tgModels196/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels196/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels196/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels196/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels197/\\' to './x/clone-high-1/tgModels197/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels197/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels197/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels197/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels197/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels198/\\' to './x/clone-high-1/tgModels198/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels198/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels198/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels198/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels198/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels199/\\' to './x/clone-high-1/tgModels199/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels199/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels199/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels199/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels200/\\' to './x/clone-high-1/tgModels200/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels200/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels201/\\' to './x/clone-high-1/tgModels201/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels201/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels201/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels202/\\' to './x/clone-high-1/tgModels202/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels202/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels203/\\' to './x/clone-high-1/tgModels203/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels203/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels203/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels204/\\' to './x/clone-high-1/tgModels204/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels204/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels204/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels204/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels204/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels205/\\' to './x/clone-high-1/tgModels205/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels205/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels205/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels205/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels205/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels206/\\' to './x/clone-high-1/tgModels206/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels206/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels206/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels206/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels206/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels207/\\' to './x/clone-high-1/tgModels207/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels207/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels207/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels207/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels207/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels208/\\' to './x/clone-high-1/tgModels208/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels208/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels208/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels208/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels208/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels209/\\' to './x/clone-high-1/tgModels209/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels209/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels209/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels210/\\' to './x/clone-high-1/tgModels210/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels210/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels210/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels211/\\' to './x/clone-high-1/tgModels211/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels211/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels211/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels211/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels212/\\' to './x/clone-high-1/tgModels212/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels212/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels212/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels213/\\' to './x/clone-high-1/tgModels213/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels213/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels213/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels214/\\' to './x/clone-high-1/tgModels214/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels214/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels214/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels214/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels214/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels215/\\' to './x/clone-high-1/tgModels215/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels215/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels215/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels215/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels215/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels216/\\' to './x/clone-high-1/tgModels216/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels216/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels216/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels217/\\' to './x/clone-high-1/tgModels217/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels217/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels217/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels217/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels217/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels218/\\' to './x/clone-high-1/tgModels218/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels218/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels218/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels219/\\' to './x/clone-high-1/tgModels219/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels219/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels219/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels219/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels220/\\' to './x/clone-high-1/tgModels220/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels220/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels220/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels221/\\' to './x/clone-high-1/tgModels221/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels221/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels221/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels221/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels221/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels222/\\' to './x/clone-high-1/tgModels222/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels222/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels222/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels222/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels223/\\' to './x/clone-high-1/tgModels223/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels223/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels223/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels223/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels224/\\' to './x/clone-high-1/tgModels224/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels224/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels224/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels224/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels224/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels225/\\' to './x/clone-high-1/tgModels225/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels225/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels225/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels225/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels226/\\' to './x/clone-high-1/tgModels226/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels226/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels226/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels227/\\' to './x/clone-high-1/tgModels227/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels227/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels227/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels228/\\' to './x/clone-high-1/tgModels228/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels228/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels228/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels229/\\' to './x/clone-high-1/tgModels229/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels229/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels229/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels230/\\' to './x/clone-high-1/tgModels230/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels230/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels230/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels231/\\' to './x/clone-high-1/tgModels231/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels231/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels231/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels232/\\' to './x/clone-high-1/tgModels232/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels232/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels232/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels233/\\' to './x/clone-high-1/tgModels233/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels233/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels233/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels234/\\' to './x/clone-high-1/tgModels234/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels234/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels234/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels235/\\' to './x/clone-high-1/tgModels235/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels235/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels235/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels235/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels235/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels236/\\' to './x/clone-high-1/tgModels236/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels236/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels236/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels237/\\' to './x/clone-high-1/tgModels237/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels237/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels237/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels238/\\' to './x/clone-high-1/tgModels238/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels238/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels238/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels239/\\' to './x/clone-high-1/tgModels239/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels239/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels239/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels240/\\' to './x/clone-high-1/tgModels240/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels240/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels240/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels241/\\' to './x/clone-high-1/tgModels241/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels241/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels241/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels241/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels242/\\' to './x/clone-high-1/tgModels242/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels242/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels242/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels242/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels243/\\' to './x/clone-high-1/tgModels243/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels243/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels243/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels243/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels244/\\' to './x/clone-high-1/tgModels244/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels244/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels244/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels245/\\' to './x/clone-high-1/tgModels245/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels245/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels245/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels246/\\' to './x/clone-high-1/tgModels246/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels246/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels246/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels247/\\' to './x/clone-high-1/tgModels247/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels247/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels247/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels247/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels248/\\' to './x/clone-high-1/tgModels248/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels248/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels248/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels249/\\' to './x/clone-high-1/tgModels249/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels249/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels249/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels250/\\' to './x/clone-high-1/tgModels250/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels250/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels250/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels250/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels251/\\' to './x/clone-high-1/tgModels251/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels251/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels252/\\' to './x/clone-high-1/tgModels252/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels252/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels252/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels252/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels253/\\' to './x/clone-high-1/tgModels253/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels253/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels253/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels254/\\' to './x/clone-high-1/tgModels254/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels254/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels254/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels254/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels254/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels255/\\' to './x/clone-high-1/tgModels255/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels255/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels255/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels255/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels255/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels256/\\' to './x/clone-high-1/tgModels256/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels256/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels256/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels256/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels256/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './x/result-high-1/tgModels257/\\' to './x/clone-high-1/tgModels257/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels257/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels257/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels257/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels257/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels258/\\' to './x/clone-high-1/tgModels258/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels258/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels258/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels258/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels258/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels259/\\' to './x/clone-high-1/tgModels259/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels259/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels259/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels260/\\' to './x/clone-high-1/tgModels260/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels260/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels260/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels260/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels261/\\' to './x/clone-high-1/tgModels261/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels261/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels261/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels261/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels262/\\' to './x/clone-high-1/tgModels262/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels262/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels262/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels262/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels263/\\' to './x/clone-high-1/tgModels263/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels263/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels264/\\' to './x/clone-high-1/tgModels264/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels264/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels264/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels265/\\' to './x/clone-high-1/tgModels265/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels265/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels265/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels266/\\' to './x/clone-high-1/tgModels266/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels266/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels266/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels266/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels267/\\' to './x/clone-high-1/tgModels267/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels267/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels267/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels268/\\' to './x/clone-high-1/tgModels268/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels268/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels268/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels268/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels268/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels269/\\' to './x/clone-high-1/tgModels269/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels269/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels269/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels269/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels270/\\' to './x/clone-high-1/tgModels270/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels270/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels270/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels271/\\' to './x/clone-high-1/tgModels271/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels271/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels271/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels272/\\' to './x/clone-high-1/tgModels272/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels272/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels272/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels273/\\' to './x/clone-high-1/tgModels273/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels273/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels273/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels274/\\' to './x/clone-high-1/tgModels274/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels274/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels274/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels275/\\' to './x/clone-high-1/tgModels275/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels275/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels275/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels275/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels275/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels276/\\' to './x/clone-high-1/tgModels276/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels276/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels276/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels277/\\' to './x/clone-high-1/tgModels277/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels277/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels277/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels278/\\' to './x/clone-high-1/tgModels278/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels278/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels278/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels279/\\' to './x/clone-high-1/tgModels279/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels279/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels279/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels280/\\' to './x/clone-high-1/tgModels280/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels280/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels280/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels281/\\' to './x/clone-high-1/tgModels281/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels281/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels281/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels282/\\' to './x/clone-high-1/tgModels282/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels282/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels282/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels283/\\' to './x/clone-high-1/tgModels283/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels283/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels283/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels284/\\' to './x/clone-high-1/tgModels284/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels284/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels284/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels285/\\' to './x/clone-high-1/tgModels285/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels285/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels285/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels285/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels286/\\' to './x/clone-high-1/tgModels286/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels286/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels286/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels287/\\' to './x/clone-high-1/tgModels287/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels287/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels287/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels288/\\' to './x/clone-high-1/tgModels288/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels288/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels288/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels289/\\' to './x/clone-high-1/tgModels289/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels289/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels289/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels290/\\' to './x/clone-high-1/tgModels290/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels290/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels290/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels291/\\' to './x/clone-high-1/tgModels291/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels291/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels291/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels291/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels291/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels292/\\' to './x/clone-high-1/tgModels292/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels292/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels292/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels293/\\' to './x/clone-high-1/tgModels293/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels293/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels293/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels294/\\' to './x/clone-high-1/tgModels294/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels294/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels294/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels295/\\' to './x/clone-high-1/tgModels295/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels295/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels295/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels295/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './x/result-high-1/tgModels296/\\' to './x/clone-high-1/tgModels296/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels296/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels296/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels297/\\' to './x/clone-high-1/tgModels297/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels297/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels297/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels298/\\' to './x/clone-high-1/tgModels298/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels298/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels298/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./x/clone-high-1/tgModels298/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels299/\\' to './x/clone-high-1/tgModels299/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels299/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels299/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels299/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels300/\\' to './x/clone-high-1/tgModels300/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels300/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels300/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels300/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels300/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels301/\\' to './x/clone-high-1/tgModels301/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels301/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels301/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels302/\\' to './x/clone-high-1/tgModels302/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels302/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels302/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels303/\\' to './x/clone-high-1/tgModels303/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels303/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels303/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels304/\\' to './x/clone-high-1/tgModels304/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels304/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels304/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels304/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./x/clone-high-1/tgModels304/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels305/\\' to './x/clone-high-1/tgModels305/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels305/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels305/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./x/clone-high-1/tgModels305/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels306/\\' to './x/clone-high-1/tgModels306/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels306/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./x/clone-high-1/tgModels306/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './x/result-high-1/tgModels307/\\' to './x/clone-high-1/tgModels307/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./x/clone-high-1/tgModels307/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    }
   ],
   "source": [
    "clone_model('x','high',1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "c2edba7e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels0/\\' to './y/clone-high-1/tgModels0/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels0/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels0/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels1/\\' to './y/clone-high-1/tgModels1/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels1/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels1/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels1/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels1/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels2/\\' to './y/clone-high-1/tgModels2/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels2/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels2/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels2/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels3/\\' to './y/clone-high-1/tgModels3/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels3/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels3/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels4/\\' to './y/clone-high-1/tgModels4/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels4/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels4/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels4/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels5/\\' to './y/clone-high-1/tgModels5/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels5/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels5/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels5/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels5/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels6/\\' to './y/clone-high-1/tgModels6/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels6/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels6/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels6/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels6/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels7/\\' to './y/clone-high-1/tgModels7/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels7/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels7/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels7/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels8/\\' to './y/clone-high-1/tgModels8/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels8/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels8/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels8/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels8/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels9/\\' to './y/clone-high-1/tgModels9/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels9/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels9/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels9/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels9/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels10/\\' to './y/clone-high-1/tgModels10/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels10/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels10/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels10/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels10/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels11/\\' to './y/clone-high-1/tgModels11/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels11/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels11/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels11/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels11/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels12/\\' to './y/clone-high-1/tgModels12/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels12/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels12/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels12/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels13/\\' to './y/clone-high-1/tgModels13/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels13/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels13/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels13/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels13/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels14/\\' to './y/clone-high-1/tgModels14/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels14/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels14/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels14/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels14/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels15/\\' to './y/clone-high-1/tgModels15/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels15/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels15/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels15/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels15/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels16/\\' to './y/clone-high-1/tgModels16/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels16/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels16/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels16/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels17/\\' to './y/clone-high-1/tgModels17/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels17/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels17/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels17/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels18/\\' to './y/clone-high-1/tgModels18/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels18/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels18/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels18/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels18/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels19/\\' to './y/clone-high-1/tgModels19/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels19/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels19/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels19/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels19/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels20/\\' to './y/clone-high-1/tgModels20/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels20/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels20/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels20/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels20/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels21/\\' to './y/clone-high-1/tgModels21/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels21/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels21/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels21/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels21/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels22/\\' to './y/clone-high-1/tgModels22/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels22/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels22/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels22/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels22/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels23/\\' to './y/clone-high-1/tgModels23/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels23/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels23/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels23/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels23/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels24/\\' to './y/clone-high-1/tgModels24/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels24/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels24/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels24/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels25/\\' to './y/clone-high-1/tgModels25/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels25/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels25/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels25/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels26/\\' to './y/clone-high-1/tgModels26/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels26/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels26/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels26/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels27/\\' to './y/clone-high-1/tgModels27/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels27/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels27/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels27/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels27/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels28/\\' to './y/clone-high-1/tgModels28/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels28/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels28/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels28/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels28/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels29/\\' to './y/clone-high-1/tgModels29/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels29/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels29/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels29/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels29/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels30/\\' to './y/clone-high-1/tgModels30/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels30/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels30/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels30/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels31/\\' to './y/clone-high-1/tgModels31/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels31/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels31/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels31/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels31/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels32/\\' to './y/clone-high-1/tgModels32/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels32/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels32/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels32/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels32/\\models\\LightGBMLarge\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels33/\\' to './y/clone-high-1/tgModels33/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels33/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels33/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels33/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels33/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels33/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels34/\\' to './y/clone-high-1/tgModels34/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels34/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels34/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels34/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels34/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels35/\\' to './y/clone-high-1/tgModels35/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels35/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels35/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels35/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels35/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels36/\\' to './y/clone-high-1/tgModels36/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels36/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels36/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels36/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels36/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels37/\\' to './y/clone-high-1/tgModels37/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels37/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels37/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels37/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels37/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels38/\\' to './y/clone-high-1/tgModels38/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels38/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels38/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels38/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels38/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels39/\\' to './y/clone-high-1/tgModels39/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels39/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels39/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels39/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels39/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels40/\\' to './y/clone-high-1/tgModels40/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels40/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels40/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels40/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels40/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels41/\\' to './y/clone-high-1/tgModels41/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels41/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels41/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels41/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels41/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels41/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels42/\\' to './y/clone-high-1/tgModels42/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels42/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels42/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels42/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels42/\\models\\LightGBMLarge\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels43/\\' to './y/clone-high-1/tgModels43/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels43/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels43/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels43/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels43/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels43/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels44/\\' to './y/clone-high-1/tgModels44/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels44/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels44/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels44/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels44/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels45/\\' to './y/clone-high-1/tgModels45/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels45/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels45/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels45/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels46/\\' to './y/clone-high-1/tgModels46/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels46/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels46/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels46/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels47/\\' to './y/clone-high-1/tgModels47/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels47/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels47/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels47/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels47/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels48/\\' to './y/clone-high-1/tgModels48/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels48/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels48/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels48/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels48/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels49/\\' to './y/clone-high-1/tgModels49/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels49/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels49/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels49/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels50/\\' to './y/clone-high-1/tgModels50/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels50/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels50/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels50/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels50/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels51/\\' to './y/clone-high-1/tgModels51/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels51/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels51/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels51/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels52/\\' to './y/clone-high-1/tgModels52/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels52/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels52/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels52/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels53/\\' to './y/clone-high-1/tgModels53/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels53/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels53/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels53/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels53/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels54/\\' to './y/clone-high-1/tgModels54/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels54/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels54/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels54/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels55/\\' to './y/clone-high-1/tgModels55/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels55/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels55/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels55/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels56/\\' to './y/clone-high-1/tgModels56/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels56/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels56/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels57/\\' to './y/clone-high-1/tgModels57/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels57/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels57/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels58/\\' to './y/clone-high-1/tgModels58/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels58/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels58/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels58/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels58/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels59/\\' to './y/clone-high-1/tgModels59/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels59/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels59/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels59/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels59/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels60/\\' to './y/clone-high-1/tgModels60/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels60/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels60/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels61/\\' to './y/clone-high-1/tgModels61/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels61/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels61/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels61/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels61/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels62/\\' to './y/clone-high-1/tgModels62/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels62/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels62/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels62/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels62/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels63/\\' to './y/clone-high-1/tgModels63/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels63/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels63/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels63/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels63/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels64/\\' to './y/clone-high-1/tgModels64/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels64/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels64/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels65/\\' to './y/clone-high-1/tgModels65/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels65/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels65/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels65/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels65/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels66/\\' to './y/clone-high-1/tgModels66/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels66/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels66/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels66/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels66/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels67/\\' to './y/clone-high-1/tgModels67/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels67/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels67/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels68/\\' to './y/clone-high-1/tgModels68/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels68/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels68/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels68/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels68/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels69/\\' to './y/clone-high-1/tgModels69/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels69/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels69/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels70/\\' to './y/clone-high-1/tgModels70/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels70/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels70/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels70/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels71/\\' to './y/clone-high-1/tgModels71/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels71/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels71/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels71/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels72/\\' to './y/clone-high-1/tgModels72/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels72/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels72/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels72/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels72/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels73/\\' to './y/clone-high-1/tgModels73/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels73/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels73/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels73/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels73/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels74/\\' to './y/clone-high-1/tgModels74/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels74/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels74/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels74/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels74/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels75/\\' to './y/clone-high-1/tgModels75/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels75/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels75/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels75/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels75/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels76/\\' to './y/clone-high-1/tgModels76/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels76/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels77/\\' to './y/clone-high-1/tgModels77/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels77/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels77/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels77/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels78/\\' to './y/clone-high-1/tgModels78/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels78/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels78/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels78/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels79/\\' to './y/clone-high-1/tgModels79/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels79/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels79/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels79/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels79/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels80/\\' to './y/clone-high-1/tgModels80/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels80/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels80/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels81/\\' to './y/clone-high-1/tgModels81/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels81/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels82/\\' to './y/clone-high-1/tgModels82/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels82/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels82/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels83/\\' to './y/clone-high-1/tgModels83/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels83/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels83/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels84/\\' to './y/clone-high-1/tgModels84/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels84/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels84/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels84/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels84/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels85/\\' to './y/clone-high-1/tgModels85/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels85/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels85/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels85/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels85/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels86/\\' to './y/clone-high-1/tgModels86/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels86/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels86/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels86/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels87/\\' to './y/clone-high-1/tgModels87/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels87/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels87/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels88/\\' to './y/clone-high-1/tgModels88/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels88/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels88/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels88/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels88/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels89/\\' to './y/clone-high-1/tgModels89/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels89/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels89/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels89/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels89/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels90/\\' to './y/clone-high-1/tgModels90/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels90/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels90/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels91/\\' to './y/clone-high-1/tgModels91/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels91/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels91/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels91/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels91/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels92/\\' to './y/clone-high-1/tgModels92/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels92/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels92/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels92/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels92/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels93/\\' to './y/clone-high-1/tgModels93/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels93/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels93/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels93/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels93/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels94/\\' to './y/clone-high-1/tgModels94/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels94/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels94/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels94/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels94/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels95/\\' to './y/clone-high-1/tgModels95/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels95/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels95/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels95/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels95/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels96/\\' to './y/clone-high-1/tgModels96/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels96/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels96/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels96/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels96/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels97/\\' to './y/clone-high-1/tgModels97/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels97/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels97/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels97/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels98/\\' to './y/clone-high-1/tgModels98/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels98/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels98/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels99/\\' to './y/clone-high-1/tgModels99/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels99/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels99/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels99/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels99/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels100/\\' to './y/clone-high-1/tgModels100/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels100/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels100/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels100/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels101/\\' to './y/clone-high-1/tgModels101/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels101/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels101/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels101/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels101/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels102/\\' to './y/clone-high-1/tgModels102/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels102/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels102/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels102/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels102/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels103/\\' to './y/clone-high-1/tgModels103/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels103/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels103/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels103/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels103/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels104/\\' to './y/clone-high-1/tgModels104/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels104/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels104/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels104/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels105/\\' to './y/clone-high-1/tgModels105/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels105/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels105/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels105/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels106/\\' to './y/clone-high-1/tgModels106/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels106/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels106/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels106/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels106/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels107/\\' to './y/clone-high-1/tgModels107/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels107/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels107/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels107/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels107/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels108/\\' to './y/clone-high-1/tgModels108/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels108/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels108/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels108/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels109/\\' to './y/clone-high-1/tgModels109/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels109/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels109/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels109/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels109/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels110/\\' to './y/clone-high-1/tgModels110/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels110/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels110/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels111/\\' to './y/clone-high-1/tgModels111/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels111/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels111/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels111/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels112/\\' to './y/clone-high-1/tgModels112/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels112/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels112/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels113/\\' to './y/clone-high-1/tgModels113/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels113/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels113/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels113/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels113/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels114/\\' to './y/clone-high-1/tgModels114/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels114/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels114/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels114/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels115/\\' to './y/clone-high-1/tgModels115/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels115/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels115/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels115/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels115/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels116/\\' to './y/clone-high-1/tgModels116/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels116/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels116/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels116/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels116/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels117/\\' to './y/clone-high-1/tgModels117/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels117/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels117/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels117/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels118/\\' to './y/clone-high-1/tgModels118/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels118/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels118/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels118/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels119/\\' to './y/clone-high-1/tgModels119/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels119/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels119/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels120/\\' to './y/clone-high-1/tgModels120/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels120/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels120/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels120/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels120/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels121/\\' to './y/clone-high-1/tgModels121/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels121/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels121/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels121/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels121/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels122/\\' to './y/clone-high-1/tgModels122/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels122/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels122/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels122/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels123/\\' to './y/clone-high-1/tgModels123/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels123/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels123/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels123/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels124/\\' to './y/clone-high-1/tgModels124/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels124/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels125/\\' to './y/clone-high-1/tgModels125/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels125/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels125/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels126/\\' to './y/clone-high-1/tgModels126/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels126/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels126/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels126/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels127/\\' to './y/clone-high-1/tgModels127/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels127/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels128/\\' to './y/clone-high-1/tgModels128/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels128/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels128/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels128/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels128/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels129/\\' to './y/clone-high-1/tgModels129/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels129/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels129/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels129/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels130/\\' to './y/clone-high-1/tgModels130/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels130/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels130/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels130/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels130/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels131/\\' to './y/clone-high-1/tgModels131/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels131/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels131/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels131/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels131/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels132/\\' to './y/clone-high-1/tgModels132/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels132/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels132/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels132/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels132/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels133/\\' to './y/clone-high-1/tgModels133/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels133/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels133/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels133/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels133/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels134/\\' to './y/clone-high-1/tgModels134/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels134/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels134/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels134/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels134/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels135/\\' to './y/clone-high-1/tgModels135/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels135/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels135/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels136/\\' to './y/clone-high-1/tgModels136/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels136/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels136/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels136/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels137/\\' to './y/clone-high-1/tgModels137/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels137/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels137/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels137/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels137/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels138/\\' to './y/clone-high-1/tgModels138/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels138/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels138/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels138/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels138/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels139/\\' to './y/clone-high-1/tgModels139/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels139/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels139/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels139/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels140/\\' to './y/clone-high-1/tgModels140/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels140/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels140/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels140/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels141/\\' to './y/clone-high-1/tgModels141/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels141/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels141/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels141/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels141/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels142/\\' to './y/clone-high-1/tgModels142/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels142/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels142/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels142/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels143/\\' to './y/clone-high-1/tgModels143/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels143/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels143/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels144/\\' to './y/clone-high-1/tgModels144/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels144/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels144/\\models\\LightGBMXT\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels144/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels144/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels145/\\' to './y/clone-high-1/tgModels145/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels145/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels145/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels145/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels145/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels146/\\' to './y/clone-high-1/tgModels146/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels146/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels146/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels147/\\' to './y/clone-high-1/tgModels147/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels147/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels147/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels147/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels147/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels148/\\' to './y/clone-high-1/tgModels148/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels148/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels148/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels149/\\' to './y/clone-high-1/tgModels149/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels149/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels149/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels149/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels150/\\' to './y/clone-high-1/tgModels150/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels150/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels150/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels150/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels151/\\' to './y/clone-high-1/tgModels151/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels151/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels151/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels152/\\' to './y/clone-high-1/tgModels152/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels152/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels152/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels152/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels153/\\' to './y/clone-high-1/tgModels153/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels153/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels153/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels153/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels153/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels154/\\' to './y/clone-high-1/tgModels154/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels154/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels154/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels154/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels154/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels155/\\' to './y/clone-high-1/tgModels155/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels155/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels155/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels155/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels155/\\models\\LightGBMLarge\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels156/\\' to './y/clone-high-1/tgModels156/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels156/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels156/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels156/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels156/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels157/\\' to './y/clone-high-1/tgModels157/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels157/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels157/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels157/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels157/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels158/\\' to './y/clone-high-1/tgModels158/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels158/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels158/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels158/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels159/\\' to './y/clone-high-1/tgModels159/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels159/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels159/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels159/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels160/\\' to './y/clone-high-1/tgModels160/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels160/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels160/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels160/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels160/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels161/\\' to './y/clone-high-1/tgModels161/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels161/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels161/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels162/\\' to './y/clone-high-1/tgModels162/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels162/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels162/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels163/\\' to './y/clone-high-1/tgModels163/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels163/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels163/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels163/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels163/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels164/\\' to './y/clone-high-1/tgModels164/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels164/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels164/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels164/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels165/\\' to './y/clone-high-1/tgModels165/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels165/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels165/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels166/\\' to './y/clone-high-1/tgModels166/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels166/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels166/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels167/\\' to './y/clone-high-1/tgModels167/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels167/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels168/\\' to './y/clone-high-1/tgModels168/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels168/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels168/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels168/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels169/\\' to './y/clone-high-1/tgModels169/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels169/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels169/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels169/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels169/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels170/\\' to './y/clone-high-1/tgModels170/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels170/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels170/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels170/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels170/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels171/\\' to './y/clone-high-1/tgModels171/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels171/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels171/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels171/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels171/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels172/\\' to './y/clone-high-1/tgModels172/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels172/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels172/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels172/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels172/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels173/\\' to './y/clone-high-1/tgModels173/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels173/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels173/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels173/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels173/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels174/\\' to './y/clone-high-1/tgModels174/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels174/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels174/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels174/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels175/\\' to './y/clone-high-1/tgModels175/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels175/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels175/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels176/\\' to './y/clone-high-1/tgModels176/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels176/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels176/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels176/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels177/\\' to './y/clone-high-1/tgModels177/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels177/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels177/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels177/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels178/\\' to './y/clone-high-1/tgModels178/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels178/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels178/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels178/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels178/\\models\\LightGBMLarge\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels179/\\' to './y/clone-high-1/tgModels179/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels179/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels179/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels179/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels179/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels180/\\' to './y/clone-high-1/tgModels180/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels180/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels180/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels181/\\' to './y/clone-high-1/tgModels181/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels181/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels181/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels182/\\' to './y/clone-high-1/tgModels182/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels182/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels182/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels182/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels183/\\' to './y/clone-high-1/tgModels183/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels183/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels183/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels183/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels183/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels184/\\' to './y/clone-high-1/tgModels184/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels184/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels184/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels185/\\' to './y/clone-high-1/tgModels185/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels185/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels185/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels186/\\' to './y/clone-high-1/tgModels186/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels186/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels186/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels186/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels187/\\' to './y/clone-high-1/tgModels187/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels187/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels187/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels188/\\' to './y/clone-high-1/tgModels188/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels188/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels188/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels189/\\' to './y/clone-high-1/tgModels189/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels189/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels189/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels190/\\' to './y/clone-high-1/tgModels190/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels190/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels190/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels190/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels190/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels191/\\' to './y/clone-high-1/tgModels191/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels191/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels191/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels191/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels192/\\' to './y/clone-high-1/tgModels192/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels192/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels192/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels192/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels192/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels193/\\' to './y/clone-high-1/tgModels193/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels193/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels194/\\' to './y/clone-high-1/tgModels194/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels194/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels194/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels194/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels195/\\' to './y/clone-high-1/tgModels195/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels195/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels195/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels195/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels195/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels196/\\' to './y/clone-high-1/tgModels196/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels196/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels196/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels197/\\' to './y/clone-high-1/tgModels197/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels197/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels197/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels197/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels197/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels198/\\' to './y/clone-high-1/tgModels198/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels198/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels198/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels198/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels198/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels199/\\' to './y/clone-high-1/tgModels199/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels199/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels199/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels199/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels199/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels200/\\' to './y/clone-high-1/tgModels200/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels200/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels200/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels200/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels201/\\' to './y/clone-high-1/tgModels201/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels201/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels201/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels201/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels201/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels202/\\' to './y/clone-high-1/tgModels202/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels202/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels202/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels203/\\' to './y/clone-high-1/tgModels203/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels203/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels203/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels203/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels203/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels204/\\' to './y/clone-high-1/tgModels204/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels204/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels204/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels204/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels205/\\' to './y/clone-high-1/tgModels205/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels205/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels205/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels206/\\' to './y/clone-high-1/tgModels206/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels206/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels206/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels206/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels206/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels207/\\' to './y/clone-high-1/tgModels207/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels207/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels207/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels207/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels207/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels208/\\' to './y/clone-high-1/tgModels208/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels208/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels208/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels209/\\' to './y/clone-high-1/tgModels209/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels209/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels209/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels209/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels210/\\' to './y/clone-high-1/tgModels210/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels210/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels210/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels211/\\' to './y/clone-high-1/tgModels211/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels211/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels211/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels212/\\' to './y/clone-high-1/tgModels212/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels212/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels212/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels212/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels212/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels213/\\' to './y/clone-high-1/tgModels213/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels213/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels214/\\' to './y/clone-high-1/tgModels214/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels214/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels214/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels215/\\' to './y/clone-high-1/tgModels215/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels215/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels215/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels216/\\' to './y/clone-high-1/tgModels216/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels216/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels216/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels217/\\' to './y/clone-high-1/tgModels217/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels217/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels217/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels217/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels217/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels218/\\' to './y/clone-high-1/tgModels218/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels218/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels218/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels218/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels219/\\' to './y/clone-high-1/tgModels219/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels219/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels219/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels219/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels219/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels220/\\' to './y/clone-high-1/tgModels220/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels220/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels220/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels221/\\' to './y/clone-high-1/tgModels221/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels221/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels221/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels222/\\' to './y/clone-high-1/tgModels222/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels222/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels222/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels222/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels222/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels223/\\' to './y/clone-high-1/tgModels223/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels223/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels223/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels223/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels223/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels224/\\' to './y/clone-high-1/tgModels224/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels224/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels224/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels225/\\' to './y/clone-high-1/tgModels225/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels225/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels225/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels225/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels225/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels226/\\' to './y/clone-high-1/tgModels226/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels226/\")\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels226/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels226/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels226/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels227/\\' to './y/clone-high-1/tgModels227/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels227/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels227/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels227/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels227/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels228/\\' to './y/clone-high-1/tgModels228/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels228/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels228/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels229/\\' to './y/clone-high-1/tgModels229/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels229/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels229/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels230/\\' to './y/clone-high-1/tgModels230/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels230/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels230/\\models\\LightGBM\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels230/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels231/\\' to './y/clone-high-1/tgModels231/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels231/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels231/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels231/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels232/\\' to './y/clone-high-1/tgModels232/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels232/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels232/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels233/\\' to './y/clone-high-1/tgModels233/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels233/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels233/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels234/\\' to './y/clone-high-1/tgModels234/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels234/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels234/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels235/\\' to './y/clone-high-1/tgModels235/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels235/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels235/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels235/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels236/\\' to './y/clone-high-1/tgModels236/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels236/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels236/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels237/\\' to './y/clone-high-1/tgModels237/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels237/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels237/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels238/\\' to './y/clone-high-1/tgModels238/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels238/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels238/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels239/\\' to './y/clone-high-1/tgModels239/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels239/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels239/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels239/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels239/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels240/\\' to './y/clone-high-1/tgModels240/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels240/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels240/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels241/\\' to './y/clone-high-1/tgModels241/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels241/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels241/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels241/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels242/\\' to './y/clone-high-1/tgModels242/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels242/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels242/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels242/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels243/\\' to './y/clone-high-1/tgModels243/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels243/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels243/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels243/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels244/\\' to './y/clone-high-1/tgModels244/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels244/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels244/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels244/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels245/\\' to './y/clone-high-1/tgModels245/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels245/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels245/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels246/\\' to './y/clone-high-1/tgModels246/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels246/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels246/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels247/\\' to './y/clone-high-1/tgModels247/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels247/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels247/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels247/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels248/\\' to './y/clone-high-1/tgModels248/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels248/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels248/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels248/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels249/\\' to './y/clone-high-1/tgModels249/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels249/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels249/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels249/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels249/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels250/\\' to './y/clone-high-1/tgModels250/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels250/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels250/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels250/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels250/\\models\\LightGBMLarge\\ will be removed.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels251/\\' to './y/clone-high-1/tgModels251/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels251/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels251/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels251/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels251/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels252/\\' to './y/clone-high-1/tgModels252/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels252/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels252/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels252/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels252/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels253/\\' to './y/clone-high-1/tgModels253/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels253/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels253/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels254/\\' to './y/clone-high-1/tgModels254/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels254/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels254/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels255/\\' to './y/clone-high-1/tgModels255/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels255/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels255/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels256/\\' to './y/clone-high-1/tgModels256/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels256/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels256/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels257/\\' to './y/clone-high-1/tgModels257/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels257/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels257/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels258/\\' to './y/clone-high-1/tgModels258/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels258/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels258/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels259/\\' to './y/clone-high-1/tgModels259/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels259/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels259/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels260/\\' to './y/clone-high-1/tgModels260/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels260/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels260/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels261/\\' to './y/clone-high-1/tgModels261/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels261/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels261/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels261/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels262/\\' to './y/clone-high-1/tgModels262/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels262/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels262/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels263/\\' to './y/clone-high-1/tgModels263/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels263/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels263/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels264/\\' to './y/clone-high-1/tgModels264/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels264/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels264/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels265/\\' to './y/clone-high-1/tgModels265/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels265/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels265/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels266/\\' to './y/clone-high-1/tgModels266/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels266/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels266/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels267/\\' to './y/clone-high-1/tgModels267/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels267/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels267/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels268/\\' to './y/clone-high-1/tgModels268/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels268/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels268/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels269/\\' to './y/clone-high-1/tgModels269/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels269/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels269/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels270/\\' to './y/clone-high-1/tgModels270/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels270/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels270/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels271/\\' to './y/clone-high-1/tgModels271/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels271/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels271/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels271/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels272/\\' to './y/clone-high-1/tgModels272/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels272/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels272/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels273/\\' to './y/clone-high-1/tgModels273/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels273/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels273/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels274/\\' to './y/clone-high-1/tgModels274/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels274/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels274/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels275/\\' to './y/clone-high-1/tgModels275/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels275/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels275/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels276/\\' to './y/clone-high-1/tgModels276/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels276/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels276/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels276/\\models\\XGBoost\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels277/\\' to './y/clone-high-1/tgModels277/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels277/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels277/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels278/\\' to './y/clone-high-1/tgModels278/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels278/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels278/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels279/\\' to './y/clone-high-1/tgModels279/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels279/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels279/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels280/\\' to './y/clone-high-1/tgModels280/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels280/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels280/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels280/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels280/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels281/\\' to './y/clone-high-1/tgModels281/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels281/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels281/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels281/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels282/\\' to './y/clone-high-1/tgModels282/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels282/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels282/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels282/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels282/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels283/\\' to './y/clone-high-1/tgModels283/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels283/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels283/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels284/\\' to './y/clone-high-1/tgModels284/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels284/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels284/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels285/\\' to './y/clone-high-1/tgModels285/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels285/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels285/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels286/\\' to './y/clone-high-1/tgModels286/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels286/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels286/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels286/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels286/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels287/\\' to './y/clone-high-1/tgModels287/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels287/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels287/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels288/\\' to './y/clone-high-1/tgModels288/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels288/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels288/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels289/\\' to './y/clone-high-1/tgModels289/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels289/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels289/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels290/\\' to './y/clone-high-1/tgModels290/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels290/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels290/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels291/\\' to './y/clone-high-1/tgModels291/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels291/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels291/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels292/\\' to './y/clone-high-1/tgModels292/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels292/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels292/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels293/\\' to './y/clone-high-1/tgModels293/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels293/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels293/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels294/\\' to './y/clone-high-1/tgModels294/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels294/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels294/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels295/\\' to './y/clone-high-1/tgModels295/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels295/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels295/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels296/\\' to './y/clone-high-1/tgModels296/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels296/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels296/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels297/\\' to './y/clone-high-1/tgModels297/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels297/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels297/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels298/\\' to './y/clone-high-1/tgModels298/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels298/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels298/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels299/\\' to './y/clone-high-1/tgModels299/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels299/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels299/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels299/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels300/\\' to './y/clone-high-1/tgModels300/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels300/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels300/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels301/\\' to './y/clone-high-1/tgModels301/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels301/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels302/\\' to './y/clone-high-1/tgModels302/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels302/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels302/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels302/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels302/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Cloned TabularPredictor located in './y/result-high-1/tgModels303/\\' to './y/clone-high-1/tgModels303/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels303/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels303/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels304/\\' to './y/clone-high-1/tgModels304/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels304/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels304/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels305/\\' to './y/clone-high-1/tgModels305/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels305/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels305/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model LightGBM. All files under ./y/clone-high-1/tgModels305/\\models\\LightGBM\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels306/\\' to './y/clone-high-1/tgModels306/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels306/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels306/\\models\\LightGBMXT\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n",
      "Cloned TabularPredictor located in './y/result-high-1/tgModels307/\\' to './y/clone-high-1/tgModels307/'.\n",
      "\tTo load the cloned predictor: predictor_clone = TabularPredictor.load(path=\"./y/clone-high-1/tgModels307/\")\n",
      "Clone: Keeping minimum set of models required to predict with best model 'WeightedEnsemble_L2'...\n",
      "Deleting model LightGBMXT. All files under ./y/clone-high-1/tgModels307/\\models\\LightGBMXT\\ will be removed.\n",
      "Deleting model XGBoost. All files under ./y/clone-high-1/tgModels307/\\models\\XGBoost\\ will be removed.\n",
      "Deleting model LightGBMLarge. All files under ./y/clone-high-1/tgModels307/\\models\\LightGBMLarge\\ will be removed.\n",
      "Clone: Removing artifacts unnecessary for prediction. NOTE: Clone can no longer fit new models, and most functionality except for predict and predict_proba will no longer work\n"
     ]
    }
   ],
   "source": [
    "clone_model('y','high',1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7f813473",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compile_model(mode,wc,scope):\n",
    "    for num in range(308):"
   ]
  }
 ],
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