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

Table 8

-measure 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	0.83	0.75	0.83	0.78	0.84	0.806
Verhoeven et al. [42]	SVM	0.79	0.70	0.67	0.72	0.86	0.748
Farnadi et al. [33]	SVM, kNN, NB	0.56	0.52	0.50	0.54	0.61	0.546
Alam et al. [43]	SVM, BLR, mNB	0.58	0.58	0.58	0.59	0.60	0.586
Tomlinson et al. [44]	LR	NA	NA	NA	NA	NA	0.630