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Table 1 The filter effects result of a wavelet with common wavelet basis function

From: A particle swarm optimization improved BP neural network intelligent model for electrocardiogram classification

Basis function

Lead

Evaluate indexes

SNR

MSE

Haar

MLII

0.2898

4.1575e−05

V5

0.2180

2.2217e−05

Bior2.6

MLII

1.5821

2.0868e−05

V5

0.8767

1.9091e−05

Daubechies (db4)

MLII

0.2461

2.1572e−05

V5

0.4242

4.0207e−05

Daubechies (db6)

MLII

1.4215

2.1942e−05

V5

0.8622

1.9155e−05

Daubechies (db8)

MLII

0.8610

2.6452e−05

V5

0.6100

2.0300e−05

Sym2

MLII

1.6802

3.0186e−05

V5

1.1862

1.7778e−05

Sym4

MLII

1.2878

2.2030e−05

V5

0.7427

1.9689e−05

Sym6

MLII

1.2881

2.2027e−05

V5

0.8214

1.9225e−05

Sym8

MLII

1.5279

2.1191e−05

V5

0.9292

1.8818e−05

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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