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vgg19_bn_cqt_16cls_2024-01-11_15-40-42/acc.csv

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vgg19_bn_cqt_16cls_2024-01-11_15-40-42/mat.csv

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vgg19_bn_cqt_16cls_2024-01-11_15-40-42/result.log

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+                             precision    recall  f1-score   support
+
+                   Symphony      0.941     0.967     0.954       395
+                      Opera      0.932     0.938     0.935       146
+                       Solo      0.987     0.968     0.977       310
+                    Chamber      0.958     0.958     0.958       355
+           Pop_vocal_ballad      0.933     0.977     0.954       128
+         Adult_contemporary      0.791     0.753     0.771       186
+                   Teen_pop      0.823     0.840     0.832       194
+     Contemporary_dance_pop      0.877     0.859     0.868       191
+                  Dance_pop      0.917     0.910     0.914       256
+          Classic_indie_pop      0.822     0.872     0.846       180
+Chamber_cabaret_and_art_pop      0.867     0.849     0.858       199
+            Soul_or_r_and_b      0.917     0.888     0.903       438
+     Adult_alternative_rock      0.723     0.807     0.762       181
+    Uplifting_anthemic_rock      0.854     0.833     0.843       126
+                  Soft_rock      0.910     0.889     0.899       171
+               Acoustic_pop      0.925     0.885     0.904       182
+
+                   accuracy                          0.897      3638
+                  macro avg      0.886     0.887     0.886      3638
+               weighted avg      0.898     0.897     0.897      3638
+
+Class num     : 16
+Backbone      : vgg19_bn
+Spect type    : cqt
+Start time    : 2024-01-11 03:25:28
+Finish time   : 2024-01-11 15:39:50
+Time cost     : 44061s
+Full finetune : True
+Focal loss    : True

vgg19_bn_cqt_16cls_2024-01-11_15-40-42/save.pt

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