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indobertweet-ulasan-ecommerce-classification
sekarmulyani/indobertweet-ulasan-ecommerce-classification
indobertweet-ulasan-ecommerce-classification is a text classification model from sekarmulyani. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
<small<emThis model comes from Epoch 6 Checkpoint (Based on Indonesian Languages only)</em</small
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Sep 3, 2023
- Updated
- May 30, 2024
- SHA
- db548dc7
Model card
From the Hugging Face model README
<small><em>This model comes from Epoch 6 Checkpoint (Based on Indonesian Languages only)</em></small>
| 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% |
<small>Note: Low accuracy might be attributed to the presence of reviewer bias in the validation and testing dataset.</small>
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- id
- Created
- Sep 3, 2023
- Updated
- May 30, 2024