Fig. 9

Confusion matrix illustrating the final BERT-Base model’s classification performance, showing both correct and incorrect predictions for each sentiment category.

Confusion matrix illustrating the final BERT-Base model’s classification performance, showing both correct and incorrect predictions for each sentiment category.