Table 2 Testing accuracies of classical methods techniques trained on three datasets
From: Sentiment analysis classification system using hybrid BERT models
Dataset | Decision Tree | KNN | Logistic Regression | SVM | Naive Bayes | Random Forest | XGBoost |
|---|---|---|---|---|---|---|---|
Airlines | 66.67 | 73.16 | 80.62 | 80.33 | 68.56 | 76.91 | 76.16 |
CrowdFlower | 63.57 | 69.18 | 73.73 | 73.12 | 72.15 | 71.8 | 71.45 |
Apple | 71.57 | 78.32 | 81.6 | 84.05 | 79.75 | 82.41 | 81.39 |