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Table 6 Accuracy, precision, recall and F1score with the dataset resulting from the feature selection method committee using the SVM, Boosting (Adaboost) and Naive Bayes classifiers

From: Automatic migraine classification via feature selection committee and machine learning techniques over imaging and questionnaire data

 

Accuracy (Threshold ≥ 2)

Precision

Recall

F1score

SVM

95%

93%

92%

92%

Boosting (Adaboost)

94%

96%

89%

92%

Naive Bayes

93%

90%

98%

92%