---
license: apache-2.0
datasets:
- sekarmulyani/ulasan-ecommerce-classification
metrics:
- roc_auc
- f1
- accuracy
language:
- id
---

> <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>