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model_performance_summary.csv
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@@ -3,4 +3,4 @@ DecisionTree,"{'criterion': 'entropy', 'max_depth': 3}",0.6640913671481357,0.664
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RandomForest,"{'max_depth': 5, 'n_estimators': 50}",0.6694659052737655,0.6738967838444279,0.9414838035527691,0.7855274629468177,0.8479099991891983
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AdaBoost,"{'learning_rate': 0.5, 'n_estimators': 100}",0.6765199865636546,0.6892160764027059,0.9049111807732497,0.7824711994578721,0.8314471919840232
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GradientBoosting,"{'learning_rate': 0.05, 'n_estimators': 200}",0.6771918038293584,0.695047073270569,0.8871473354231975,0.7794353913243057,0.8225201689638624
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XGBoost,"{'learning_rate': 0.05, 'n_estimators': 100}",0.
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RandomForest,"{'max_depth': 5, 'n_estimators': 50}",0.6694659052737655,0.6738967838444279,0.9414838035527691,0.7855274629468177,0.8479099991891983
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AdaBoost,"{'learning_rate': 0.5, 'n_estimators': 100}",0.6765199865636546,0.6892160764027059,0.9049111807732497,0.7824711994578721,0.8314471919840232
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GradientBoosting,"{'learning_rate': 0.05, 'n_estimators': 200}",0.6771918038293584,0.695047073270569,0.8871473354231975,0.7794353913243057,0.8225201689638624
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XGBoost,"{'learning_rate': 0.05, 'n_estimators': 100}",0.6661068189452469,0.6900826446280992,0.8725182863113897,0.7706506691278265,0.8113977160012518
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