Skip to main content

Advertisement

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