Driving Anger States Detection Based on Incremental Association Markov Blanket and Least Square Support Vector Machine

Table 5

The average classification performances of the six models for four driving anger states.

	TPR	FPR	PPA	F1	Acc	AUC
LSSVM	0.8369	0.0749	0.8101	0.8215	0.8220	0.8764
C4.5	0.7937	0.0490	0.7760	0.7828	0.8017	0.8623
NBC	0.7768	0.0627	0.7591	0.7653	0.7905	0.8439
KNN	0.7546	0.0698	0.7480	0.7487	0.7436	0.8275
SVM	0.7612	0.0582	0.7552	0.7562	0.7786	0.8376
BPNN	0.7408	0.0937	0.7458	0.7414	0.7384	0.8148