Table 3.

Personality trait-based model.

Method	Accuracy	Precision	Recall	F1 score	Confusion matrix
Personality traits - SVM linear	0.679	0.677	0.675	0.676	[24 10 10 18]
Personality traits - SVM RBF	0.955	0.997	0.987	0.967	[33 1 3 25]
Personality traits - logistic regression	0.611	0.604	0.602	0.601	[22 12 12 16]
Personality traits - decision tree	0.951	0.923	0.921	0.946	[32 2 2 26]

Source: own research.