| Model,Best Params,Accuracy,Precision,Recall,F1 Score,Weighted Score | |
| DecisionTree,"{'criterion': 'entropy', 'max_depth': 3}",0.6640913671481357,0.6649819494584838,0.9623824451410659,0.7865072587532024,0.8568573333083478 | |
| RandomForest,"{'max_depth': 5, 'n_estimators': 50}",0.6694659052737655,0.6738967838444279,0.9414838035527691,0.7855274629468177,0.8479099991891983 | |
| AdaBoost,"{'learning_rate': 0.5, 'n_estimators': 100}",0.6765199865636546,0.6892160764027059,0.9049111807732497,0.7824711994578721,0.8314471919840232 | |
| GradientBoosting,"{'learning_rate': 0.05, 'n_estimators': 200}",0.6771918038293584,0.695047073270569,0.8871473354231975,0.7794353913243057,0.8225201689638624 | |
| XGBoost,"{'learning_rate': 0.05, 'n_estimators': 100}",0.6661068189452469,0.6900826446280992,0.8725182863113897,0.7706506691278265,0.8113977160012518 | |