Identification of S1 and S2 Heart Sound Patterns Based on Fractal Theory and Shape Context

Table 1

The SVM based classification results after the cross-validation.

Classification	Accuracy [%]	-measure	AUC [%]
RBF-SVM based	95.1	0.95	98.3
Linear SVM based	91.2	0.91	96.7