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new file: checkpoints_tree/task1_tr_tree/best_tr_tree.pkl

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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
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CrbnsCat10n
2026-05-06 12:32:49 +08:00
parent 484643409d
commit 02e488cd0d
12 changed files with 549 additions and 0 deletions
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checkpoints_tree/task1_tr_tree/model_selection.csv Normal file
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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
random_forest,0.23011051198123578,0.1289880713751052,1.3614534820442807,0.2941758399359114,0.1350525270089895,0.8030963210135198
extra_trees,3.6456671909608616e-08,2.9450879227826572e-08,1.1542847206743363e-07,0.30134282357310554,0.1285832699374185,0.989878917287992
gradient_boosting,0.012023494394761644,0.005998110300540536,0.11812203696846045,0.3579803351621235,0.3397381373027084,0.9497835717961135
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