TABLE IV. Accuracies of Classifiers With Trigrams.
| Classifier | Accuracy (%) | Execution Time (in sec) | Accuracy Rank | ||
|---|---|---|---|---|---|
| MultinomialNB() | 60.6 | 13.21 | 7 | ||
| BernoulliNB() | 52.0 | 13.74 | 8 | ||
| LogisticRegression() | 78.4 | 21.73 | 2 | ||
| LinearSVC() | 78.3 | 41.33 | 3 | ||
| AdaBoostClassifier() | 68.6 | 55.26 | 6 | ||
| RidgeClassifier() | 76.7 | 82.67 | 5 | ||
| PassiveAggressiveClassifier() | 77.8 | 13.94 | 4 | ||
| Perceptron() | 81.2 | 14.08 | 1 | ||