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
5 lines
537 B
CSV
5 lines
537 B
CSV
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
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random_forest,0.23011051198123578,0.1289880713751052,1.3614534820442807,0.2941758399359114,0.1350525270089895,0.8030963210135198
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extra_trees,3.6456671909608616e-08,2.9450879227826572e-08,1.1542847206743363e-07,0.30134282357310554,0.1285832699374185,0.989878917287992
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gradient_boosting,0.012023494394761644,0.005998110300540536,0.11812203696846045,0.3579803351621235,0.3397381373027084,0.9497835717961135
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