gdgc-datathon-models / cv_results.json
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{
"rf": {
"train_rmse_mean": 9.828429968203773,
"train_rmse_std": 0.03424765694646513,
"val_rmse_mean": 11.535705897501295,
"val_rmse_std": 0.009346065977199015,
"train_mae_mean": 8.489923950772702,
"val_mae_mean": 9.988597550614102,
"train_r2_mean": 0.27361422370671723,
"val_r2_mean": -0.0006540187471121506,
"total_time": 1462.0944640636444,
"avg_fold_time": 287.7541919231415,
"oob_score_mean": -0.0011187324346149997,
"oob_score_std": 0.00012393913290774505
},
"xgb": {
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"train_rmse_std": 0.03631565705227736,
"val_rmse_mean": 11.547983364162548,
"val_rmse_std": 0.008729091760808865,
"train_mae_mean": 9.460228500106627,
"val_mae_mean": 9.996145630290858,
"train_r2_mean": 0.099837893990118,
"val_r2_mean": -0.002785263521104575,
"avg_best_iteration": 199.2,
"total_time": 105.7422547340393,
"avg_fold_time": 20.106889915466308
}
}