TABLE 1.

Performance of face attractiveness prediction with different features.

Predictive performance	F	S	LBP	F × S	F × LBP	S × LBP	F × S × LBP
LR	0.502	0.616	0.658	0.683	0.654	0.637	0.722
KNN	0.619	0.672	0.694	0.753	0.771	0.782	0.794
SVM-LIN	0.649	0.738	0.712	0.768	0.732	0.724	0.797
SVM-RBF	0.702	0.713	0.741	0.763	0.754	0.781	0.806