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sekarmulyani
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indobertweet-ulasan-beauty-products

Text Classification
Transformers
PyTorch
Indonesian
bert
rating classification
e-commerce
Inference Endpoints
Model card Files Community
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@@ -38,11 +38,11 @@ The final output of this model, although holding substantial potential to enhanc
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  | **Epoch** | **Training Loss** | **Validation Loss** | **F1** | **Roc Auc** | **Validation Acc** | **Test Acc** |
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  |----------|-------------------|---------------------|-----------|------------|-------------------|--------------|
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  | 1 | 0.374800 | 0.374789 | 0.438253 | 0.643794 | 0.344436 | 51.56% |
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- **| 2 | 0.346300 | 0.367311 | 0.469088 | 0.660424 | 0.384696 | 52.22% |**
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  | 3 | 0.311500 | 0.386395 | 0.480959 | 0.669563 | 0.423579 | 51.25% |
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  | 4 | 0.261800 | 0.431841 | 0.496517 | 0.680931 | 0.458986 | 51.27% |
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  | 5 | 0.222300 | 0.478353 | 0.495308 | 0.681398 | 0.468297 | 50.43% |
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- | 6 | 0.198800 | 0.536330 | 0.496174 | 0.682431 | 0.473149 | 50.69% |
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  | 7 | 0.166200 | 0.608345 | 0.492919 | 0.680791 | 0.472166 | 49.78% |
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  | 8 | 0.142400 | 0.651709 | 0.496586 | 0.683545 | 0.480428 | 50.07% |
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  | **Epoch** | **Training Loss** | **Validation Loss** | **F1** | **Roc Auc** | **Validation Acc** | **Test Acc** |
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  |----------|-------------------|---------------------|-----------|------------|-------------------|--------------|
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  | 1 | 0.374800 | 0.374789 | 0.438253 | 0.643794 | 0.344436 | 51.56% |
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+ | 2 | 0.346300 | 0.367311 | 0.469088 | 0.660424 | 0.384696 | 52.22% |
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  | 3 | 0.311500 | 0.386395 | 0.480959 | 0.669563 | 0.423579 | 51.25% |
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  | 4 | 0.261800 | 0.431841 | 0.496517 | 0.680931 | 0.458986 | 51.27% |
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  | 5 | 0.222300 | 0.478353 | 0.495308 | 0.681398 | 0.468297 | 50.43% |
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+ | **6** | **0.198800** | **0.536330** | **0.496174** | **0.682431** | **0.473149** | **50.69%** |
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  | 7 | 0.166200 | 0.608345 | 0.492919 | 0.680791 | 0.472166 | 49.78% |
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  | 8 | 0.142400 | 0.651709 | 0.496586 | 0.683545 | 0.480428 | 50.07% |
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