TABLE VII. Tenfold Mean Cross-Validation Score of Classifiers With Trigrams.
| Classifier | Mean Cross-Validation Score |
|---|---|
| MultinomialNB() | 0. 596960 |
| BernoulliNB() | 0. 509350 |
| LogisticRegression() | 0. 795119 |
| LinearSVC() | 0. 797058 |
| AdaBoostClassifier() | 0. 530027 |
| RidgeClassifier() | 0. 774320 |
| PassiveAggressiveClassifier() | 0. 791597 |
| Perceptron() | 0. 768503 |