config.json

{
    "best_params":{
        "content":{"alpha": 1, "booster": "gbtree", "colsample_bylevel": 1, "colsample_bynode": 1, "colsample_bytree": 1, "gamma": 1, "grow_policy": "depthwise", "learning_rate": 0.1, "max_bin": 64, "max_depth": 4, "min_child_weight": 4, "n_estimators": 100, "n_jobs": 1, "objective": "reg:squarederror", "random_state": 11, "reg_lambda": 1, "subsample": 0.4, "tree_method": "hist", "verbosity": 0},
        "wording":{"alpha": 1, "booster": "gbtree", "colsample_bylevel": 1, "colsample_bynode": 1, "colsample_bytree": 1, "gamma": 1, "grow_policy": "depthwise", "learning_rate": 0.1, "max_bin": 64, "max_depth": 4, "min_child_weight": 4, "n_estimators": 100, "n_jobs": 1, "objective": "reg:squarederror", "random_state": 11, "reg_lambda": 1, "subsample": 0.2, "tree_method": "hist", "verbosity": 0}
    },
    "best_features_arrange":{
        "content":["text_keywords_linear_write", "text_keywords_ari", "2_gram_overlap_ratio","word_count", "diff_pure_smog", "text_avg_syll", "text_avg_words","overlapping_word_ratio", "misspelled_word_ratio","withdraw_prompt_text_keywords_ratio", "3_gram_overlap_ratio", "text_ari"],
        "wording":["experiment", "withdraw_word_count", "word_count", "text_spache","3_gram_overlap_ratio", "text_flesch", "title_present", "text_avg_words","text_coleman_liau", "misspelled_word_count", "diff_pure_coleman_liau","overlapping_word_count"]
    },
    "exclude_features_name":[ "prompt_question_keywords","prompt_title_keywords", "withdraw_prompt_text_keywords","withdraw_text_keywords", "prompt_question", "prompt_title", "prompt_text", "prompt_text_keywords", "text_keywords", "text", "prompt_id", "student_id" ]
}