Add metrics for Workload Scoring Model
Browse files- metrics.json +28 -0
metrics.json
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{
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"mae": 4.233838771311442,
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"rmse": 5.341754710278607,
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"r2": 0.9969348810311977,
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"cv_r2_mean": 0.9968869649451856,
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"cv_r2_std": 0.00010854830744197988,
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"train_time_s": 0.2467200756072998,
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"features": [
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"num_packages",
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"total_weight_kg",
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"num_stops",
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"avg_fragility",
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"total_distance_km",
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"route_difficulty_score",
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"estimated_time_minutes"
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],
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"feature_importances": {
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"num_packages": 0.02053593471646309,
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"total_weight_kg": 0.01176395732909441,
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"num_stops": 0.3539225161075592,
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"avg_fragility": 0.003524457337334752,
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"total_distance_km": 0.0008101653074845672,
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"route_difficulty_score": 0.545396625995636,
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"estimated_time_minutes": 0.06404635310173035
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},
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"train_samples": 9600,
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"test_samples": 2400
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}
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