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This model comes from Epoch 6 Checkpoint (Based on Indonesian Languages only)

Epoch Training Loss Validation Loss F1 Roc Auc Akurasi Test Acc
1 0.357900 0.347235 0.492941 0.670920 0.387996 56.11%
2 0.328600 0.346808 0.517854 0.686496 0.431349 56.72%
3 0.312400 0.358855 0.527411 0.694457 0.459921 56.14%
4 0.270900 0.375426 0.535572 0.702865 0.491766 54.83%
5 0.253900 0.404237 0.529907 0.700074 0.489782 54.51%
6 0.227300 0.438345 0.535799 0.704911 0.504167 54.45%
7 0.202600 0.497385 0.533513 0.704663 0.508135 53.47%
8 0.182100 0.557573 0.525586 0.699715 0.500000 53.99%
9 0.165000 0.610751 0.528172 0.702505 0.510119 52.92%

Note: Low accuracy might be attributed to the presence of reviewer bias in the validation and testing dataset.

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Dataset used to train sekarmulyani/indobertweet-ulasan-ecommerce-classification