CrbnsCat10n
02e488cd0d
new file: checkpoints_tree/task1_tr_tree/model_selection.csv new file: evaluation_outputs/task1_tr_tree/evaluation_train_all_samples.csv new file: evaluation_outputs/task1_tr_tree/evaluation_train_curve.png new file: evaluation_outputs/task1_tr_tree/evaluation_val_all_samples.csv new file: evaluation_outputs/task1_tr_tree/evaluation_val_curve.png new file: evaluation_outputs/task1_tr_tree/harmonic_5mm_1.55Hz_prediction.png new file: scripts_tree/__pycache__/config.cpython-310.pyc new file: scripts_tree/config.py new file: scripts_tree/evaluate.py new file: scripts_tree/predict_single.py new file: scripts_tree/train.py
537 B
537 B
| 1 | model_name | train_mean_rms_error | train_median_rms_error | train_max_rms_error | val_mean_rms_error | val_median_rms_error | val_max_rms_error |
|---|---|---|---|---|---|---|---|
| 2 | random_forest | 0.23011051198123578 | 0.1289880713751052 | 1.3614534820442807 | 0.2941758399359114 | 0.1350525270089895 | 0.8030963210135198 |
| 3 | extra_trees | 3.6456671909608616e-08 | 2.9450879227826572e-08 | 1.1542847206743363e-07 | 0.30134282357310554 | 0.1285832699374185 | 0.989878917287992 |
| 4 | gradient_boosting | 0.012023494394761644 | 0.005998110300540536 | 0.11812203696846045 | 0.3579803351621235 | 0.3397381373027084 | 0.9497835717961135 |