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
88
Boosting-decision tree
96.15
Boosting-SVM
86.67
92.59