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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