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Table 7 Accuracy, F-measure in agreeableness factor

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

Model

Accuracy

F-measure

Naïve Bayesian

66.67

79.17

Neural network

93.33

96.55

Decision tree

86.67

77.80

SVM

93.33

96.55

Boosting-Naïve Bayesian

86.67

92.86

Boosting-neural network

93.33

96.55

Boosting-decision tree

96.67

98.31

Boosting-SVM

93.33

96.55