#	Model	Parameters	Order	GridSearchScore	KaggleScore
1	lr	{'fit_intercept': True}	None	-208.72944626947987	165.64413
1	lr	{'fit_intercept': False}	1	-147.06278955513227	153.27953
1	lr	{'fit_intercept': False}	2	-147.06278955513227	153.22466
1	knn	{'n_neighbors': 5, 'weights': 'distance'}	None	-165.6807516768186	138.12014
1	knn	{'n_neighbors': 5, 'weights': 'uniform'}	1	-259.29032833394825	176.59160
1	knn	{'n_neighbors': 5, 'weights': 'uniform'}	2	-259.29032833394825	176.59160
1	dt	{'max_depth': 5, 'min_samples_leaf': 2, 'min_samples_split': 4}	None	-165.6807516768186	133.32248
1	dt	{'max_depth': 5, 'min_samples_leaf': 2, 'min_samples_split': 4}	1	-147.06278955513227	127.13037
1	dt	{'max_depth': 5, 'min_samples_leaf': 2, 'min_samples_split': 4}	2	-147.06278955513227	127.13037
1	rf	{'max_depth': 5, 'min_samples_leaf': 3, 'min_samples_split': 4, 'n_estimators': 50}	None	-162.91009966752557	132.50509
1	rf	{'max_depth': 5, 'min_samples_leaf': 3, 'min_samples_split': 6, 'n_estimators': 50}	1	-142.67609673610457	123.62669
1	rf	{'max_depth': 5, 'min_samples_leaf': 4, 'min_samples_split': 6, 'n_estimators': 100}	2	-142.93404456876868	124.40087
1	xgb	{'colsample_bytree': 0.7, 'learning_rate': 0.3, 'max_depth': 5, 'n_estimators': 100, 'subsample': 1}	None	-131.72206119894074	108.51858
1	xgb	{'colsample_bytree': 1, 'learning_rate': 0.3, 'max_depth': 5, 'n_estimators': 100, 'subsample': 1}	1	-76.83551232499057	67.78968
1	xgb	{'colsample_bytree': 1, 'learning_rate': 0.3, 'max_depth': 5, 'n_estimators': 100, 'subsample': 1}	2	-76.83551232499057	67.78968
2	lr	{'copy_X': True, 'fit_intercept': False}	1	-192.8574671259826	153.27953
2	knn	{'n_neighbors': 5, 'weights': 'distance'}	None	-157.82608561604465	138.12014
2	dt	{'max_depth': 5, 'min_samples_leaf': 2, 'min_samples_split': 2}	1	-147.06278955513227	127.13073
2	rf	{'max_depth': 5, 'min_samples_leaf': 4, 'min_samples_split': 6, 'n_estimators': 25}	1	-142.74319719931265	124.30066
2	xgb	{'colsample_bytree': 1, 'learning_rate': 0.3, 'max_depth': 5, 'n_estimators': 100, 'subsample': 1}	1	-76.83551232499057	67.78968