Ischemia episode detection in ECG using kernel density estimation, support vector machine and feature selection

Table 6 Results for ANN classifiers with respect to various wavelets and sizes of hidden layers

Wavelet	$3 \to (5) \to (5) \to 2$			$3 \to (6) \to 2$			$3 \to (7) \to 2$			$3 \to (8) \to 2$
Haar	0.851	0.920	311.8	0.866	0.916	319.2	0.867	0.917	319.1	0.867	0.916	320.7
Daub4	0.866	0.932	304.2	0.881	0.930	313.7	0.880	0.932	315.2	0.881	0.931	317.8
Daub8	0.864	0.931	307.2	0.878	0.929	317.9	0.875	0.931	319.4	0.880	0.932	319.4
Daub10	0.866	0.939	312.5	0.882	0.935	321.8	0.885	0.935	325.5	0.882	0.937	325.1
Coif6	0.848	0.930	311.2	0.868	0.920	319.3	0.863	0.923	319	0.872	0.927	321
Coif12	0.855	0.936	310.5	0.868	0.933	318.2	0.866	0.935	319.6	0.874	0.935	319.8
Coif18	0.874	0.938	311.8	0.883	0.937	319.2	0.884	0.936	320.2	0.886	0.937	323.5

ISSN: 1475-925X