Add metrics for Driver Effort Prediction Model
Browse files- metrics.json +30 -0
metrics.json
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{
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"mae": 3.6631188250223796,
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"rmse": 6.95660019937431,
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"r2": 0.9702407057933086,
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"cv_r2_mean": 0.9732488798210385,
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"cv_r2_std": 0.0016249976898991066,
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"train_time_s": 0.4539225101470947,
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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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"route_difficulty_score",
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"estimated_time_minutes",
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"experience_days",
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"recent_avg_workload",
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"recent_hard_days"
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],
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"feature_importances": {
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"num_packages": 0.2921975553035736,
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"total_weight_kg": 0.08021678775548935,
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"num_stops": 0.07934663444757462,
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"route_difficulty_score": 0.005875657312572002,
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"estimated_time_minutes": 0.4705999195575714,
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"experience_days": 0.060129713267087936,
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"recent_avg_workload": 0.002936065196990967,
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"recent_hard_days": 0.008697610348463058
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},
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"train_samples": 12000,
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"test_samples": 3000
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}
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