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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': 'log2', 'criterion': 'gini'}"]
["RF","{'criterion': 'entropy', 'max_features': 'log2', 'n_estimators': 228}"]
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["XGB","{'learning_rate': 0.07526191585155048, 'max_depth': 3, 'n_estimators': 447, 'tree_method': 'hist'}"]
["LR","{'solver': 'saga', 'penalty': 'l1'}"]
["SVM","{'C': 1.2558788517212698, 'kernel': 'sigmoid'}"]
["MLP","{'activation': 'logistic', 'hidden_layer_sizes': 61, 'learning_rate': 'adaptive'}"]

{"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': 'gini', 'max_features': 'sqrt', 'n_estimators': 146}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 90, 'warm_start': True}"]
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["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.5598703567369903, 'kernel': 'rbf'}"]

{"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': 'entropy'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 233}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 96, 'warm_start': True}"]
["AB","{'learning_rate': 1.489622200676676, 'n_estimators': 129}"]
["XGB","{'learning_rate': 0.15067909261544682, 'max_depth': 5, 'n_estimators': 157, 'tree_method': 'hist'}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.4040404186450606, 'kernel': 'rbf'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 109, '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': 'log2', 'criterion': 'entropy'}"]
["RF","{'criterion': 'gini', 'max_features': 'sqrt', 'n_estimators': 164}"]
["Bagging","{'max_features': 0.8, 'max_samples': 0.8, 'n_estimators': 78, 'warm_start': True}"]
["AB","{'learning_rate': 1.8328460574526506, 'n_estimators': 147}"]
["XGB","{'learning_rate': 0.07754699522863802, 'max_depth': 5, 'n_estimators': 437, 'tree_method': 'hist'}"]
["LR","{'solver': 'sag', 'penalty': None}"]
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["MLP","{'activation': 'tanh', 'hidden_layer_sizes': 135, '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': 'log2', 'n_estimators': 177}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 98, 'warm_start': True}"]
["AB","{'learning_rate': 1.6820215815053177, 'n_estimators': 76}"]
["XGB","{'learning_rate': 0.18630318538245966, 'max_depth': 3, 'n_estimators': 189, 'tree_method': 'hist'}"]
["LR","{'solver': 'sag', 'penalty': None}"]
["SVM","{'C': 1.978744655059879, 'kernel': 'poly'}"]
["MLP","{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive'}"]

{"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': 'gini'}"]
["RF","{'criterion': 'gini', 'max_features': 'log2', 'n_estimators': 146}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 82, 'warm_start': True}"]
["AB","{'learning_rate': 1.061112435736863, 'n_estimators': 74}"]
["LR","{'solver': 'lbfgs', 'penalty': None}"]
["SVM","{'C': 1.7597037134497457, 'kernel': 'poly'}"]

{"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': 'log2', 'criterion': 'log_loss'}"]
["RF","{'criterion': 'gini', 'max_features': 'log2', 'n_estimators': 145}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 57, 'warm_start': True}"]
["AB","{'learning_rate': 1.3179462739733885, 'n_estimators': 126}"]
["XGB","{'learning_rate': 0.12174009749083035, 'max_depth': 3, 'n_estimators': 335, 'tree_method': 'hist'}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.2981761420911981, 'kernel': 'rbf'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 98, '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': 'log2', 'criterion': 'entropy'}"]
["RF","{'criterion': 'gini', 'max_features': 'sqrt', 'n_estimators': 249}"]
["Bagging","{'max_features': 0.8, 'max_samples': 0.8, 'n_estimators': 39, 'warm_start': True}"]
["AB","{'learning_rate': 1.7544330162120794, 'n_estimators': 126}"]
["XGB","{'learning_rate': 0.14480712549194358, 'max_depth': 4, 'n_estimators': 119, 'tree_method': 'hist'}"]
["LR","{'solver': 'saga', 'penalty': 'l1'}"]
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