v2/tesla/model_y_bev/2022/ngb_stochastic_db8522fb/v1/metadata.json
| 1 | { |
| 2 | "vehicle": { |
| 3 | "vehicle_description": "2022 Tesla Model Y RWD", |
| 4 | "powertrain_type": "BEV", |
| 5 | "make": "tesla", |
| 6 | "model": "model_y", |
| 7 | "year": 2022, |
| 8 | "variant": "stochastic", |
| 9 | "mass_lbs": null, |
| 10 | "fuel_type": "ELECTRICITY", |
| 11 | "drivetrain": "RWD", |
| 12 | "engine": null, |
| 13 | "trim": null |
| 14 | }, |
| 15 | "contract": { |
| 16 | "feature_set": [ |
| 17 | { |
| 18 | "name": "speed_mph", |
| 19 | "units": "mph", |
| 20 | "dtype": "float32", |
| 21 | "constraints": { |
| 22 | "lower": null, |
| 23 | "upper": null |
| 24 | } |
| 25 | } |
| 26 | ], |
| 27 | "distance": { |
| 28 | "name": "miles", |
| 29 | "units": "miles", |
| 30 | "dtype": "float32", |
| 31 | "constraints": { |
| 32 | "lower": null, |
| 33 | "upper": null |
| 34 | } |
| 35 | }, |
| 36 | "target": [ |
| 37 | { |
| 38 | "name": "ess_kwh_out_ach", |
| 39 | "units": "kwh", |
| 40 | "dtype": "float32", |
| 41 | "constraints": { |
| 42 | "lower": null, |
| 43 | "upper": null |
| 44 | } |
| 45 | } |
| 46 | ], |
| 47 | "predict_method": "raw", |
| 48 | "real_world_adjustment_factor": 1.3958 |
| 49 | }, |
| 50 | "estimator": { |
| 51 | "estimator_type": "NGBoostEstimator", |
| 52 | "model_file": "model.joblib", |
| 53 | "architecture_tag": "ngboost", |
| 54 | "input_spec": { |
| 55 | "lookback": 0, |
| 56 | "grouping_column": null, |
| 57 | "pad_strategy": "repeat_first" |
| 58 | }, |
| 59 | "estimator_sha256": "3d3d27b72259328a0aded6d51d8000461b19da4535153dba62ff92d44edf2c0d" |
| 60 | }, |
| 61 | "provenance": { |
| 62 | "source": { |
| 63 | "method": "legacy", |
| 64 | "original_source": "nrel_v1_json_library", |
| 65 | "converted_from": "v1", |
| 66 | "dataset_name": null, |
| 67 | "dataset_hash": null, |
| 68 | "notes": "Converted from the legacy v1 JSON model library. The v1 format recorded no simulator, pipeline, or dataset information, so none is available for these models." |
| 69 | }, |
| 70 | "training": { |
| 71 | "test_size": 0.2, |
| 72 | "validation_size": null, |
| 73 | "random_seed": 42, |
| 74 | "trip_column": "trip_id", |
| 75 | "trained_date": null |
| 76 | } |
| 77 | }, |
| 78 | "errors": { |
| 79 | "estimator_errors": { |
| 80 | "error_by_target": { |
| 81 | "ess_kwh_out_ach": { |
| 82 | "link_root_mean_squared_error": 0.023439076518577146, |
| 83 | "link_norm_root_mean_squared_error": 2.189672710935329, |
| 84 | "link_weighted_relative_percent_difference": 0.9925366108068828, |
| 85 | "net_error": -0.0016478045385159938, |
| 86 | "actual_dist_per_energy": 5.046490401718873, |
| 87 | "pred_dist_per_energy": 5.054819756655269, |
| 88 | "real_world_pred_dist_per_energy": 3.621449890138463, |
| 89 | "trip_relative_percent_difference": 1.0160623347445805, |
| 90 | "trip_weighted_relative_percent_difference": 0.7193603071345648, |
| 91 | "trip_root_mean_squared_error": 0.03993396013792255, |
| 92 | "trip_norm_root_mean_squared_error": 1.4182389534057696, |
| 93 | "link_negative_log_likelihood": -2.8300327346266103, |
| 94 | "link_continuous_ranked_probability_score": 0.00973319331788821, |
| 95 | "link_prediction_interval_coverage_probability": 0.96, |
| 96 | "trip_negative_log_likelihood": -2.3178958936886946, |
| 97 | "trip_continuous_ranked_probability_score": 0.016502902639738217, |
| 98 | "trip_prediction_interval_coverage_probability": 0.95 |
| 99 | } |
| 100 | } |
| 101 | } |
| 102 | }, |
| 103 | "routee_version": "1.2.1", |
| 104 | "schema_version": 2, |
| 105 | "model_digest": "sha256:119a590a6566009f64ca3ea93355192a427a1b0bfb211badd8f73ba71d4195f9" |
| 106 | } |