ICD-10 Russian Chapter Teacher: DeepPavlov/rubert-base-cased
Fine-tuned BERT-family teacher model for Russian ICD-10 chapter/group prediction.
This model is exported from train_extended_models.ipynb as teacher #5 of top-5, selected by validation Top-3 accuracy.
- Base model:
DeepPavlov/rubert-base-cased - Repo:
Dmitry43243242/icd10-ru-chapter-teacher-deeppavlov_rubert_base_cased - Labels: ICD-10 chapter letters, excluding U
- Intended use: teacher model for knowledge distillation and top-3 decision support
Metrics
| Split | Top-1 | Top-3 | F1 macro | F1 weighted |
|---|---|---|---|---|
| Validation | 0.6851 | 0.8575 | 0.4099 | 0.6818 |
| Test | 0.6875 | 0.8724 | 0.3695 | 0.6867 |
This is a decision-support model, not an automatic diagnosis system.
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