{"text_format":"2","workbook":"xlsx","n_sheets":8,"sheets":["pre_ORIG","pre_ORIG_CW","pre_OVER","pre_UNDER","post_ORIG","post_ORIG_CW","post_OVER","post_UNDER"],"not_rendered":{"charts":0,"images":0,"macros":0,"external_links":0,"defined_names":0,"comments":0,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"run_cost":"one","rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900"}

{"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': 'entropy'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 138}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 14, 'warm_start': True}"]
["AB","{'learning_rate': 1.824553369314882, 'n_estimators': 120}"]
["XGB","{'learning_rate': 0.2295587379786381, 'max_depth': 6, 'n_estimators': 697}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.2571085069000583, 'kernel': 'linear'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 71, 'learning_rate': 'invscaling'}"]

{"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': 'log2', 'n_estimators': 102}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 30, 'warm_start': False}"]
["AB","{'learning_rate': 1.6640009988177842, 'n_estimators': 83}"]
["LR","{'solver': 'lbfgs', 'penalty': None}"]
["SVM","{'C': 0.9391199160714017, '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': 'log2', 'n_estimators': 108}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 17, 'warm_start': False}"]
["AB","{'learning_rate': 1.833432412985998, 'n_estimators': 146}"]
["XGB","{'learning_rate': 0.2961108860417331, 'max_depth': 9, 'n_estimators': 171}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.6128442575171795, 'kernel': 'poly'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 110, 'learning_rate': 'invscaling'}"]

{"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': 'entropy', 'max_features': 'sqrt', 'n_estimators': 234}"]
["Bagging","{'max_features': 1.0, 'max_samples': 0.8, 'n_estimators': 40, 'warm_start': True}"]
["AB","{'learning_rate': 1.6743709848912878, 'n_estimators': 149}"]
["XGB","{'learning_rate': 0.3099089990317766, 'max_depth': 5, 'n_estimators': 692}"]
["LR","{'solver': 'sag', 'penalty': None}"]
["SVM","{'C': 0.891607897612098, 'kernel': 'poly'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 126, 'learning_rate': 'invscaling'}"]

{"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': 'log2', 'criterion': 'log_loss'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 102}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 37, 'warm_start': False}"]
["AB","{'learning_rate': 1.8946513073496287, 'n_estimators': 110}"]
["XGB","{'learning_rate': 0.28055523000339305, 'max_depth': 4, 'n_estimators': 778}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.1642693817723986, 'kernel': 'linear'}"]
["MLP","{'activation': 'identity', 'hidden_layer_sizes': 71, 'learning_rate': 'constant'}"]

{"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': 118}"]
["Bagging","{'max_features': 0.8, 'max_samples': 1.0, 'n_estimators': 12, 'warm_start': True}"]
["AB","{'learning_rate': 1.4900123485072756, 'n_estimators': 148}"]
["LR","{'solver': 'lbfgs', 'penalty': None}"]
["SVM","{'C': 1.1914513316198239, 'kernel': 'linear'}"]

{"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': 'entropy'}"]
["RF","{'criterion': 'gini', 'max_features': 'sqrt', 'n_estimators': 244}"]
["Bagging","{'max_features': 1.0, 'max_samples': 1.0, 'n_estimators': 34, 'warm_start': False}"]
["AB","{'learning_rate': 1.773609047943843, 'n_estimators': 147}"]
["XGB","{'learning_rate': 0.2253474958095643, 'max_depth': 8, 'n_estimators': 841}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.5906791692494884, 'kernel': 'linear'}"]
["MLP","{'activation': 'identity', 'hidden_layer_sizes': 79, 'learning_rate': 'adaptive'}"]

{"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': 'log_loss'}"]
["RF","{'criterion': 'entropy', 'max_features': 'sqrt', 'n_estimators': 226}"]
["Bagging","{'max_features': 1.0, 'max_samples': 0.8, 'n_estimators': 32, 'warm_start': True}"]
["AB","{'learning_rate': 1.7870886786129743, 'n_estimators': 100}"]
["XGB","{'learning_rate': 0.26849233352110874, 'max_depth': 3, 'n_estimators': 793}"]
["LR","{'solver': 'lbfgs', 'penalty': 'l2'}"]
["SVM","{'C': 1.5709436352703183, 'kernel': 'linear'}"]
["MLP","{'activation': 'relu', 'hidden_layer_sizes': 103, 'learning_rate': 'invscaling'}"]