TABLE III. Accuracies of Classifiers With Bigrams.
| Classifier | Accuracy (%) | Execution Time (in sec) | Accuracy Rank |
|---|---|---|---|
| MultinomialNB() | 62.2 | 11.00 | 7 |
| BernoulliNB() | 55.2 | 8.5 | 8 |
| LogisticRegression() | 80.2 | 13.46 | 4 |
| LinearSVC() | 80.4 | 24.19 | 3 |
| AdaBoostClassifier() | 68.6 | 34.5 | 6 |
| RidgeClassifier() | 78.4 | 46.42 | 5 |
| PassiveAggressiveClassifier() | 80.4 | 8.87 | 2 |
| Perceptron() | 82.0 | 9.36 | 1 |