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Table 5 Accuracy, F-measure in openness factor

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

Model

Accuracy

F-measure

Naïve Bayesian

60

25

Neural network

86.67

66.67

Decision tree

66.67

66.67

SVM

83.33

28.57

Boosting-Naïve Bayesian

66.67

44.44

Boosting-neural network

90

40

Boosting-decision tree

66.67

66.67

Boosting-SVM

86.67

50