Job Details
ID: 14a41a26-1f5f-4d13-888e-2a0b389b09b6
Type: Training
Status: Succeeded
Note: This job cannot be paused, cancelled, or resumed in its current state (Succeeded).
Created: 2026-01-23 18:43:57 CST
Started: 2026-01-23 18:43:57 CST
Finished: 2026-01-23 18:47:38 CST
Parameters
{'command': 'train_drive_model_v2',
'model_type': 'lightgbm',
'output_dir': 'models/drive_outcome_v2',
'seasons': None}
Log
Starting drive model v2 training job 14a41a26-1f5f-4d13-888e-2a0b389b09b6 Parameters: output_dir=models/drive_outcome_v2, model_type=lightgbm, seasons=None Training until validation scores don't improve for 150 rounds [25] valid_0's auc: 0.61873[50] valid_0's auc: 0.619987[75] valid_0's auc: 0.619805[100] valid_0's auc: 0.620009[125] valid_0's auc: 0.620516 [150] valid_0's auc: 0.621296[175] valid_0's auc: 0.621725[200] valid_0's auc: 0.621909[225] valid_0's auc: 0.622362[250] valid_0's auc: 0.622853 [275] valid_0's auc: 0.622487[300] valid_0's auc: 0.622333[325] valid_0's auc: 0.622703[350] valid_0's auc: 0.622776[375] valid_0's auc: 0.622906 [400] valid_0's auc: 0.623203[425] valid_0's auc: 0.622994[450] valid_0's auc: 0.622959[475] valid_0's auc: 0.623238[500] valid_0's auc: 0.622956[525] valid_0's auc: 0.623323 [550] valid_0's auc: 0.623873[575] valid_0's auc: 0.624075[600] valid_0's auc: 0.62372[625] valid_0's auc: 0.623451[650] valid_0's auc: 0.623524[675] valid_0's auc: 0.623169 [700] valid_0's auc: 0.623127[725] valid_0's auc: 0.623277Early stopping, best iteration is: [575] valid_0's auc: 0.624075Evaluated only: auc[50] valid_0's binary_logloss: 0.675085 valid_0's auc: 0.635369 [100] valid_0's binary_logloss: 0.670153 valid_0's auc: 0.636681[150] valid_0's binary_logloss: 0.668319 valid_0's auc: 0.631657[200] valid_0's binary_logloss: 0.667552 valid_0's auc: 0.625153 [250] valid_0's binary_logloss: 0.666837 valid_0's auc: 0.624121[300] valid_0's binary_logloss: 0.667057 valid_0's auc: 0.619357[350] valid_0's binary_logloss: 0.667069 valid_0's auc: 0.617814 ā Training complete! Score Model AUC: 0.6160 Artifacts: models/drive_outcome_v2 ā Training completed successfully!