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vgg19_bn_mel_16cls_2024-01-10_22-44-40/acc.csv

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vgg19_bn_mel_16cls_2024-01-10_22-44-40/mat.csv

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vgg19_bn_mel_16cls_2024-01-10_22-44-40/result.log

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+                             precision    recall  f1-score   support
+
+                   Symphony      0.951     0.974     0.962       382
+                      Opera      0.949     0.925     0.937       161
+                       Solo      0.925     0.964     0.944       280
+                    Chamber      0.952     0.923     0.937       363
+           Pop_vocal_ballad      0.957     0.964     0.961       140
+         Adult_contemporary      0.776     0.842     0.808       202
+                   Teen_pop      0.859     0.800     0.828       205
+     Contemporary_dance_pop      0.880     0.839     0.859       193
+                  Dance_pop      0.919     0.887     0.903       282
+          Classic_indie_pop      0.744     0.757     0.751       177
+Chamber_cabaret_and_art_pop      0.803     0.795     0.799       205
+            Soul_or_r_and_b      0.844     0.860     0.852       372
+     Adult_alternative_rock      0.792     0.828     0.810       203
+    Uplifting_anthemic_rock      0.867     0.831     0.848       118
+                  Soft_rock      0.883     0.868     0.875       182
+               Acoustic_pop      0.861     0.861     0.861       173
+
+                   accuracy                          0.879      3638
+                  macro avg      0.873     0.870     0.871      3638
+               weighted avg      0.880     0.879     0.879      3638
+
+Class num     : 16
+Backbone      : vgg19_bn
+Spect type    : mel
+Start time    : 2024-01-10 10:21:16
+Finish time   : 2024-01-10 22:43:54
+Time cost     : 44557s
+Full finetune : True
+Focal loss    : True

vgg19_bn_mel_16cls_2024-01-10_22-44-40/save.pt

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