File size: 773 Bytes
4e2ea2f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | {
"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
} |