ECG Signal Classification Based on Fusion of Hybrid CNN and Wavelet Features by D-S Evidence Theory

Table 7

Results of all classifiers on the ECG test dataset.

Classifier	Acc	N			V			R				L				A
		PPV	SE	SP	PPV	SE	SP	PPV	SE	SP	PPV		SE	SP	PPV		SE	SP
1D CNN	99.5	99.1	99.5	99.7	98.5	98.1	99.6	98.8	99.2	99.7	99.4		99.8	99.9	97.8		97.1	99.5
SVR	96.5	86.2	94.2	96.3	97.9	93.2	99.5	97.4	97.0	99.4	96.3		98.5	99.0	93.2		87.3	98.4
D-S	99.6	99.5	99.4	99.8	99.5	98.6	99.9	99.5	98.5	99.9	99.5		100	99.8	97.5		99.0	99.4