Add CNN evaluation and visualization (anggota 2)

2026-09-26 21:15:12 +07:00
parent 00a821e06d
commit c3f6c5dd8e
9 changed files with 337 additions and 0 deletions
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+CLASSIFICATION REPORT - CNN MNIST (Anggota 2: CNN Evaluation)
+Test Accuracy: 99.12% | Test Loss: 0.0268
+=================================================================
+              precision    recall  f1-score   support
+
+           0     0.9939    0.9939    0.9939       980
+           1     0.9930    0.9982    0.9956      1135
+           2     0.9932    0.9913    0.9922      1032
+           3     0.9940    0.9891    0.9916      1010
+           4     0.9909    0.9959    0.9934       982
+           5     0.9877    0.9922    0.9899       892
+           6     0.9937    0.9927    0.9932       958
+           7     0.9893    0.9922    0.9908      1028
+           8     0.9837    0.9897    0.9867       974
+           9     0.9919    0.9762    0.9840      1009
+
+    accuracy                         0.9912     10000
+   macro avg     0.9911    0.9911    0.9911     10000
+weighted avg     0.9912    0.9912    0.9912     10000