Table 12 K-fold results using BERT model on the News dataset.
From: Ensemble stacked model for enhanced identification of sentiments from IMDB reviews
K Fold | Accuracy | Precision | Recall | F1 score |
|---|---|---|---|---|
1 | 0.7804 | 0.8205 | 0.6309 | 0.7133 |
2 | 0.7597 | 0.7189 | 0.6214 | 0.6666 |
3 | 0.7912 | 0.7399 | 0.7331 | 0.7365 |
4 | 0.7716 | 0.6690 | 0.8541 | 0.7503 |
5 | 0.7789 | 0.7278 | 0.6793 | 0.7027 |
Average | 0.7764 | 0.7352 | 0.7038 | 0.7139 |
