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Table 11 Classification results for ANN 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

0.880

0.929

322.2

0.870

0.921

320.8

0.874

0.922

320.3

0.2

0.867

0.928

322.8

0.844

0.922

315.1

0.840

0.905

314.2

0.3

0.863

0.929

319.3

0.837

0.906

313.4

0.811

0.895

303.4

0.4

0.856

0.917

320.5

0.823

0.887

312.3

0.784

0.874

300.6

0.5

0.830

0.918

320.1

0.811

0.874

309.1

0.778

0.850

300.3

0.6

0.818

0.916

314.9

0.803

0.858

299.2

0.762

0.833

292

0.7

0.803

0.910

309.6

0.759

0.865

281.9

0.761

0.811

283.2

0.8

0.814

0.898

308.6

0.753

0.839

288.2

0.745

0.801

280.7

0.9

0.798

0.892

303.4

0.723

0.838

273.9

0.728

0.795

261.7

1.0

0.777

0.890

297.1

0.724

0.807

265.3

0.728

0.788

269.3

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