A Novel Adaptive Conditional Probability-Based Predicting Model for User’s Personality Traits

Table 6

Precision of different methods on Facebook dataset. The best performance per personality trait appears boldfaced.

Related works	Methods	EXT	NEU	AGR	CON	OPN	Mean
Our work	CP	0.93	0.86	0.96	0.89	0.91	0.910
Verhoeven et al. [42]	SVM	0.79	0.71	0.67	0.72	0.87	0.752
Farnadi et al. [33]	SVM, kNN, NB	0.58	0.54	0.50	0.55	0.60	0.554
Alam et al. [43]	SVM, BLR, mNB	0.58	0.59	0.59	0.59	0.60	0.590
Tomlinson et al. [44]	LR	NA	NA	NA	NA	NA	NA