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{"sheet":"pre_ORIG","index":0,"n_rows":9,"n_cols":2,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'log_loss'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 100}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 16, 'warm_start': True}"]
["AB","{'learning_rate': 1.9064834064850313, 'n_estimators': 142}"]
["XGB","{'learning_rate': 0.16193604881019008, 'max_depth': 5, 'n_estimators': 382, 'tree_method': 'hist'}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.3118470153574942, 'kernel': 'linear'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 116, 'learning_rate': 'constant'}"]

{"sheet":"pre_ORIG_CW","index":1,"n_rows":7,"n_cols":2,"rows_kept":7,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'gini'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 102}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 34, 'warm_start': False}"]
["AB","{'learning_rate': 1.6790793679283262, 'n_estimators': 105}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.7607450053774472, 'kernel': 'linear'}"]

{"sheet":"pre_OVER","index":2,"n_rows":9,"n_cols":2,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'log_loss'}"]
["RF","{'criterion': 'gini', 'max_features': 'sqrt', 'n_estimators': 134}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 14, 'warm_start': False}"]
["AB","{'learning_rate': 1.3325272094560803, 'n_estimators': 119}"]
["XGB","{'learning_rate': 0.19822584403032378, 'max_depth': 4, 'n_estimators': 455, 'tree_method': 'hist'}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 0.8047573011021296, 'kernel': 'poly'}"]
["MLP","{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant'}"]

{"sheet":"pre_UNDER","index":3,"n_rows":9,"n_cols":2,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'log_loss'}"]
["RF","{'criterion': 'gini', 'max_features': 'sqrt', 'n_estimators': 120}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 20, 'warm_start': True}"]
["AB","{'learning_rate': 1.8479511434487448, 'n_estimators': 106}"]
["XGB","{'learning_rate': 0.16112439026665237, 'max_depth': 4, 'n_estimators': 496, 'tree_method': 'hist'}"]
["LR","{'solver': 'saga', 'penalty': None}"]
["SVM","{'C': 1.9595135779942716, 'kernel': 'poly'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 144, 'learning_rate': 'adaptive'}"]

{"sheet":"post_ORIG","index":4,"n_rows":9,"n_cols":2,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'entropy'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 161}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 16, 'warm_start': True}"]
["AB","{'learning_rate': 1.8593869122206774, 'n_estimators': 110}"]
["XGB","{'learning_rate': 0.18724108405237483, 'max_depth': 5, 'n_estimators': 403, 'tree_method': 'hist'}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.047874851461621, 'kernel': 'linear'}"]
["MLP","{'activation': 'identity', 'hidden_layer_sizes': 122, 'learning_rate': 'invscaling'}"]

{"sheet":"post_ORIG_CW","index":5,"n_rows":7,"n_cols":2,"rows_kept":7,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'entropy'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 154}"]
["Bagging","{'max_features': 1.0, 'max_samples': 0.8, 'n_estimators': 14, 'warm_start': False}"]
["AB","{'learning_rate': 1.507740228496956, 'n_estimators': 132}"]
["LR","{'solver': 'sag', 'penalty': None}"]
["SVM","{'C': 1.2213102280466617, 'kernel': 'sigmoid'}"]

{"sheet":"post_OVER","index":6,"n_rows":9,"n_cols":2,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'gini'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 139}"]
["Bagging","{'max_features': 1.0, 'max_samples': 0.8, 'n_estimators': 38, 'warm_start': True}"]
["AB","{'learning_rate': 1.7257833467261507, 'n_estimators': 94}"]
["XGB","{'learning_rate': 0.1361464839997184, 'max_depth': 5, 'n_estimators': 304, 'tree_method': 'hist'}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.1789554934566027, 'kernel': 'linear'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant'}"]

{"sheet":"post_UNDER","index":7,"n_rows":9,"n_cols":2,"rows_kept":9,"cut":false,"hidden":false,"merged":[]}
[null,"Best Parameters"]
["DT","{'splitter': 'best', 'max_features': 'sqrt', 'criterion': 'entropy'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 235}"]
["Bagging","{'max_features': 1.0, 'max_samples': 0.8, 'n_estimators': 10, 'warm_start': True}"]
["AB","{'learning_rate': 1.8730167045442507, 'n_estimators': 137}"]
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["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
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