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Table 3 Statistical feature vectors for two classes

From: A comparative analysis of machine learning methods for classification type decision problems in healthcare

Levels

Features

Normal

Asthma

 

Mean

-0.001752

0.001327

D6

Std. Dev.

0.016430

0.224913

 

Avg. Power

0.000272

0.050483

 

Mean

-0.000198

-0.003998

D5

Std. Dev.

0.029939

0.278092

 

Avg. Power

0.000895

0.077270

 

Mean

0.000068

-0.001254

D4

Std. Dev.

0.014396

0.186106

 

Avg. Power

0.000207

0.034619

 

Mean

0.000029

-0.000095

D3

Std. Dev.

0.003607

0.072520

 

Avg. Power

0.000013

0.005258

 

Mean

0.000009

0.000016

D2

Std. Dev.

0.001441

0.006338

 

Avg. Power

0.000002

0.000040

 

mean(abs(D6))/mean(abs(D5))

8.860058

0.331818

 

mean(abs(D5))/mean(abs(D4))

2.906312

3.187642

 

mean(abs(D4))/mean(abs(D3))

2.333392

13.171888

 

mean(abs(D3))/mean(abs(D2))

3.341858

5.805228