| { | |
| "model_version": "machina-cmapss-rul-et-0.2.1", | |
| "model_family": "ExtraTreesRegressor", | |
| "dataset": "NASA C-MAPSS FD001", | |
| "features": [ | |
| "cycle", | |
| "cycle_fraction", | |
| "sensor_2", | |
| "sensor_3", | |
| "sensor_4", | |
| "sensor_6", | |
| "sensor_7", | |
| "sensor_8", | |
| "sensor_9", | |
| "sensor_11", | |
| "sensor_12", | |
| "sensor_13", | |
| "sensor_14", | |
| "sensor_15", | |
| "sensor_17", | |
| "sensor_20", | |
| "sensor_21" | |
| ], | |
| "validation_engines": 20, | |
| "validation": { | |
| "mae_cycles": 0.7867611746811746, | |
| "rmse_cycles": 1.3928367211917807 | |
| }, | |
| "official_test_engines": 100, | |
| "official_test": { | |
| "mae_cycles": 62.36364666666668, | |
| "rmse_cycles": 71.72302468064213 | |
| } | |
| } | |