Nepali Sentiment Classification.
BAD INPUT BAD OUTPUT .(As data is collected from scraping web pages and not been preprocessed, so kindly clean your self)
This score are generated without cleaning Data.(On RAW DATA).
| Model | Score |
|---|---|
| TF-IDF + SVC | 0.55 |
| TF-IDF + Emoji Decoded | 0.59 |
| DeBerta large Mnli (Feature Extraction) | 0.45 |
| DeBerta Base Nepali (Feature Extraction) | 0.63 |
| NepaliBERT (fine tunning) | 0.746(F1:- 0.759, 0.840, 0.612) |
| NepBERTa (fine tunning) | 0.741(F1:-0.749, 0.840, 0.619 |