{ "internal": { "mae_seconds": 7.62, "mape_percent": 15.89, "rmse_seconds": 10.66, "r2_score": 0.8503, "pi_coverage_80_pct": 64.2, "n_samples": 1000 }, "external": { "mae_seconds": 78.89, "mape_percent": 55.92, "rmse_seconds": 85.86, "r2_score": -3.3841, "pi_coverage_80_pct": 0.0, "mean_pi_width_s": 23.23, "n_samples": 21, "corridor_cities": ["Bhopal", "Jabalpur"], "gt_source": "distancematrix_ai_accurate_application", "gt_field": "duration_in_traffic", "mape_target_met": false }, "training_distribution": { "link_length_m_range": [150, 599], "travel_time_s_range": [6, 241] }, "root_causes": [ "Training speed_limit minimum (30 km/h) higher than real-world effective speeds (7-12 km/h) on congested short links", "No explicit signal-delay features (cycle length, green/red time, offset)", "Synthetic generator not calibrated against real-world probe data" ] }