TABLE II. Accuracies of Classifiers With Unigram.
| Classifier | Accuracy (%) | Execution Time (in sec) | Accuracy Rank |
|---|---|---|---|
| MultinomialNB() | 67.5 | 5.46 | 8 |
| BernoulliNB() | 73.7 | 5.02 | 6 |
| LogisticRegression() | 82.2 | 5.56 | 3 |
| LinearSVC() | 84.4 | 7.34 | 1 |
| AdaBoostClassifier() | 68.6 | 13.15 | 7 |
| RidgeClassifier() | 78.3 | 19.88 | 5 |
| PassiveAggressiveClassifier() | 84.0 | 4.11 | 2 |
| Perceptron() | 82.0 | 4.13 | 4 |