A Recognition Method of Athletes’ Mental State in Sports Training Based on Support Vector Machine Model

Table 3

Experimental results of emotion recognition based on body movements.

Emotions/classifiers	BPNN	RBFNN	RF	KNN	TSK	SVM
Anger	0.733	0.527	0.659	0.444	0.709	0.764
Disgust	0.645	0.776	0.688	0.562	0.789	0.842
Fear	0.633	0.658	0.609	0.579	0.477	0.741
Happiness	0.616	0.592	0.797	0.546	0.456	0.751
Sadness	0.748	0.656	0.487	0.705	0.679	0.805
Surprise	0.506	0.618	0.442	0.651	0.438	0.681