Table 14 K-fold results using the RoBERTa 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 | 0.8512 | 0.8319 | 0.8225 | 0.8272 |
2 | 0.8341 | 0.9372 | 0.6120 | 0.7405 |
3 | 0.8559 | 0.8796 | 0.7393 | 0.8033 |
4 | 0.8510 | 0.8328 | 0.7872 | 0.8094 |
5 | 0.7985 | 0.9870 | 0.4825 | 0.6482 |
Average | 0.8382 | 0.8937 | 0.6887 | 0.7657 |
