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

Table 7

Recall 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	0.76	0.67	0.74	0.70	0.79	0.732
Verhoeven et al. [42]	SVM	0.79	0.72	0.68	0.72	0.87	0.756
Farnadi et al. [33]	SVM, kNN, NB	0.61	0.53	0.50	0.54	0.70	0.576
Alam et al. [43]	SVM, BLR, mNB	0.58	0.58	0.59	0.59	0.60	0.588
Tomlinson et al. [44]	LR	NA	NA	NA	NA	NA	NA