| { | |
| "project": "Employee Attrition Intelligence", | |
| "student": "Marcel Ong", | |
| "nim": "2025121043", | |
| "target": "left", | |
| "target_mapping": { | |
| "0": "karyawan bertahan", | |
| "1": "karyawan keluar" | |
| }, | |
| "model_name": "Random Forest", | |
| "uses_scaling": false, | |
| "scale_columns": [ | |
| "satisfaction_level", | |
| "last_evaluation", | |
| "number_project", | |
| "average_montly_hours", | |
| "time_spend_company" | |
| ], | |
| "metrics_test": { | |
| "accuracy": 0.9858274280950396, | |
| "precision": 0.989247311827957, | |
| "recall": 0.9246231155778895, | |
| "f1": 0.9558441558441558 | |
| }, | |
| "best_params": { | |
| "n_estimators": "300", | |
| "min_samples_leaf": "1", | |
| "max_depth": "18", | |
| "class_weight": "None" | |
| }, | |
| "dataset": "HR Analytics / HR_comma_sep.csv", | |
| "feature_count": 17 | |
| } |