Wavelet Scattering Transform for ECG Beat Classification

Table 6

The confusion matrices for the first principal component combined with the NN, PNN, and KNN across 10 folds.

	Original	Predicted
		N	S	V	F	PPV (%)	SEN (%)	SPEC (%)
NN	N	83508	2621	2799	1072	92.4	92.8	97.5
	S	3144	84182	1946	728	94.0	93.5	98.0
	V	1434	996	86100	1460	91.7	95.7	97.1
	F	2270	1803	3069	82858	96.2	92.1	97.4
PNN	N	86738	1225	1459	578	97.8	96.4	99.3
	S	1646	88085	214	55	98.6	97.9	99.5
	V	50	13	89797	140	98.1	99.8	99.4
	F	228	27	21	89724	99.1	99.7	99.9
KNN	N	87816	690	1091	403	96.5	97.6	98.8
	S	2418	86520	627	435	98.9	96.1	99.7
	V	156	62	89612	170	98.0	99.6	99.3
	F	572	186	112	89130	98.9	99.0	99.7