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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