init

Analysis_code/5.optima/run_bash/deepgbm/deepgbm_smotenc_ctgan20000.log

@@ -1409,3 +1409,15 @@ Trial 6 완료
   Fold 1 - 클래스별 가중치: {0: 0.9444227642276423, 1: 0.9219365079365079, 2: 1.167571262011016} (클래스별 샘플 수: {0: 20500, 1: 21000, 2: 16582})
   Fold 2 - 클래스별 가중치: {0: 0.9447642276422764, 1: 0.9311378205128205, 2: 1.1526314745382769} (클래스별 샘플 수: {0: 20500, 1: 20800, 2: 16803})
   Fold 3 - 클래스별 가중치: {0: 0.9433008130081301, 1: 0.9387216828478965, 2: 1.143361122607856} (클래스별 샘플 수: {0: 20500, 1: 20600, 2: 16913})
+[I 2025-12-25 17:40:02,161] Trial 7 finished with value: 0.3543437698570853 and parameters: {'d_main': 224, 'd_hidden': 256, 'n_blocks': 4, 'dropout': 0.38043745238576543, 'lr': 0.0007226450013182126, 'weight_decay': 0.0015903753489726108, 'batch_size': 128}. Best is trial 1 with value: 0.3856790077158836.
+
+================================================================================
+Trial 7 완료
+  Value (CSI): 0.354344
+  Parameters: {'d_main': 224, 'd_hidden': 256, 'n_blocks': 4, 'dropout': 0.38043745238576543, 'lr': 0.0007226450013182126, 'weight_decay': 0.0015903753489726108, 'batch_size': 128}
+  Best Value (CSI): 0.385679
+  Best Trial: 1
+  Best Parameters: {'d_main': 64, 'd_hidden': 256, 'n_blocks': 3, 'dropout': 0.2848573987586112, 'lr': 0.007340360080223874, 'weight_decay': 0.016783140287706385, 'batch_size': 64}
+================================================================================
+
+  Fold 1 - 클래스별 가중치: {0: 0.9444227642276423, 1: 0.9219365079365079, 2: 1.167571262011016} (클래스별 샘플 수: {0: 20500, 1: 21000, 2: 16582})

Analysis_code/5.optima/run_bash/resnet_like/resnet_like_smotenc_ctgan20000.log

@@ -341,3 +341,4 @@ Trial 24 완료
 
   Fold 1 - 클래스별 가중치: {0: 0.9429593495934959, 1: 0.9205079365079365, 2: 1.1721238580321771} (클래스별 샘플 수: {0: 20500, 1: 21000, 2: 16492})
   Fold 2 - 클래스별 가중치: {0: 0.9440162601626017, 1: 0.917172195892575, 2: 1.1759332401612284} (클래스별 샘플 수: {0: 20500, 1: 21100, 2: 16457})
+  Fold 3 - 클래스별 가중치: {0: 0.9437235772357724, 1: 0.9168878357030016, 2: 1.1768558509236167} (클래스별 샘플 수: {0: 20500, 1: 21100, 2: 16439})