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Table 6 Accuracy, F-measure in consciousness factor

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

Model

Accuracy

F-measure

Naïve Bayesian

97.83

97.14

Neural network

96.67

Unknown

Decision tree

95.56

96.33

SVM

95.56

96.33

Boosting-Naïve Bayesian

97.83

97.14

Boosting-neural network

97.87

96.55

Boosting-decision tree

97.83

97.14

Boosting-SVM

97.78

96.55