| # 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. | |