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Table 4 Accuracy, F-measure in extraversion factor

From: Personality classification based on profiles of social networks’ users and the five-factor model of personality

Model Accuracy F-measure
Naïve Bayesian 50 63.41
Neural network 76.67 85.71
Decision tree 93.33 96
SVM 88.89 80
Boosting-Naïve Bayesian 46.67 40
Boosting-neural network 80 88
Boosting-decision tree 93.33 96.15
Boosting-SVM 86.67 92.59