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. 2020 Dec 21;8(4):992–1002. doi: 10.1109/TCSS.2020.3042446

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