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Table 10 Classification results for SVM with varying intensity of the simulated noise

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

a	b=2				b=4				b=6
0.1	79.0	0.936	0.920	350	254.6	0.940	0.915	352	147.4	0.936	0.916	349
0.2	143.0	0.929	0.914	347	168.5	0.929	0.904	349	33.9	0.922	0.888	339
0.3	84.1	0.923	0.910	348	50.9	0.915	0.891	341	72.3	0.902	0.875	337
0.4	124.5	0.919	0.899	348	51.3	0.903	0.869	341	52.0	0.888	0.848	330
0.5	65.1	0.909	0.895	347	86.7	0.882	0.859	333	79.4	0.872	0.828	328
0.6	96.7	0.903	0.887	343	67.3	0.879	0.844	330	71.6	0.865	0.809	323
0.7	119.3	0.888	0.880	339	27.2	0.868	0.832	329	36.6	0.856	0.796	313
0.8	201.8	0.893	0.863	334	24.9	0.851	0.829	320	27.1	0.848	0.785	310
0.9	278.2	0.888	0.857	335	16.7	0.841	0.816	308	71.0	0.850	0.777	315
1.0	211.7	0.879	0.859	324	58.2	0.835	0.806	311	20.3	0.837	0.776	317

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ISSN: 1475-925X

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