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Browse files- metadata.json +33 -0
metadata.json
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{
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"project": "Employee Attrition Intelligence",
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"student": "Marcel Ong",
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"nim": "2025121043",
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"target": "left",
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"target_mapping": {
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"0": "karyawan bertahan",
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"1": "karyawan keluar"
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},
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"model_name": "Random Forest",
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"uses_scaling": false,
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"scale_columns": [
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"satisfaction_level",
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"last_evaluation",
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"number_project",
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"average_montly_hours",
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"time_spend_company"
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],
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"metrics_test": {
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"accuracy": 0.9858274280950396,
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"precision": 0.989247311827957,
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"recall": 0.9246231155778895,
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"f1": 0.9558441558441558
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},
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"best_params": {
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"n_estimators": "300",
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"min_samples_leaf": "1",
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"max_depth": "18",
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"class_weight": "None"
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},
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"dataset": "HR Analytics / HR_comma_sep.csv",
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"feature_count": 17
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}
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