Deep Convolutional Neural Network Based ECG Classification System Using Information Fusion and One-Hot Encoding Techniques

Table 6

VEB and SVEB classification performance (%) of the proposed method and a comparison with the results of previous studies on 24 testing records (DS2).

Methods	VEB				SVEB
	Acc	Sen	Spe	Ppr	Acc	Sen	Spe	Ppr
Jiang and Kong [35]	98.1	86.6	99.3	93.3	96.6	50.6	98.8	67.9
Ince et al. [36]	97.6	83.4	98.1	89.5	96.1	62.1	98.5	56.7
Kiranyaz et al. [5]	98.6	95.0	98.1	89.5	96.4	64.6	98.6	62.1
Zhai and Tin. [18]	98.6	93.8	99.2	92.4	97.5	76.8	98.7	74.0
Proposed	98.2	99.3	87.3	98.7	99.5	99.4	99.9	99.9