| [ |
| { |
| "model": "DecisionTree", |
| "accuracy": 0.5797286920911185, |
| "recall": 0.6764108810393828, |
| "precision": 0.6634806849860613, |
| "f1_score": 0.6698833936469641 |
| }, |
| { |
| "model": "Bagging", |
| "accuracy": 0.6465318658817507, |
| "recall": 0.7929354445797807, |
| "precision": 0.69157223796034, |
| "f1_score": 0.7387932665027427 |
| }, |
| { |
| "model": "RandomForest", |
| "accuracy": 0.6501151778858459, |
| "recall": 0.8225740966301258, |
| "precision": 0.6853856562922869, |
| "f1_score": 0.7477394353201697 |
| }, |
| { |
| "model": "AdaBoost", |
| "accuracy": 0.665984131046839, |
| "recall": 0.8363784003248071, |
| "precision": 0.6954760297096556, |
| "f1_score": 0.7594470046082948 |
| }, |
| { |
| "model": "GradientBoosting", |
| "accuracy": 0.6644484259022267, |
| "recall": 0.8375964271213967, |
| "precision": 0.6936785474108944, |
| "f1_score": 0.7588743792532646 |
| }, |
| { |
| "model": "XGBoost_Tuned", |
| "accuracy": 0.6393652418735603, |
| "recall": 0.6410881039382866, |
| "precision": 0.7504752851711026, |
| "f1_score": 0.6914823735493759 |
| } |
| ] |
