Personality Prediction with Hybrid Genetic Programming using Portable EEG Device

Table 9

Classification accuracy comparison for personality prediction.

Author year	Method	Classification accuracy (%)
Tandera et al. [31]	LSTM + CNN	74.17
Tadesse et al. [48]	XGBoost	74.2
Mohammadi and Vinciarelli [49]	SVM	70
Pratama and Sarno [50]	Naive Bayes	60
Peng et al. [51]	SVM	73.50
Zhao et al. [52]	SVM	81.08
Moreno et al. [53]	LDA + LSVC	73
Ong et al. [54]	SVM	76.23
Shen et al. [55]	SVM	72
This study	HGP	82.25