# Kubler-Ross Grief Stage Classification

This model is a fine-tuned version of `dbmdz/bert-base-turkish-128k-cased` on the Kübler-Ross grief stages dataset.

It classifies text into one of five stages of grief: denial, anger, bargaining, depression, acceptance.

### Results on the Test Set:

| Metric            | Value   |
|-------------------|---------|
| **Accuracy**      | 0.5200 |
| **Precision Macro**| 0.2089 |
| **Recall Macro**   | 0.2618 |
| **F1 Macro**      | 0.2315 |
| **Precision Micro**| 0.5200 |
| **Recall Micro**   | 0.5200 |
| **F1 Micro**      | 0.5200 |
| **MCC**           | 0.2140 |

### Training Procedure
- **Learning Rate**: 1e-5
- **Batch Size**: 16
- **Epochs**: 10

This model was trained on a balanced dataset of texts categorized into the five stages of grief.