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Table 4 Some of the training samples after averaging step

From: Automated seizure diagnosis system based on feature extraction and channel selection using EEG signals

STD

Mean

Max

Min

Var

MED

SKW

ENT

KRT

MOM

POW

State

415.7081

5.229598

1105

− 1324.33

173,944.2

11.33333

− 0.08272

4.669139

2.788487

8.34E + 10

1.14E + 12

s

467.4201

− 9.18222

1786.667

− 1309

218,865.1

− 20.3333

0.362146

4.292831

3.875785

1.96E + 11

1.44E + 12

s

366.6224

12.58714

1046.333

− 1296.67

134,524.1

17

− 0.21187

4.648266

3.686893

6.7E + 10

8.83E + 11

s

241.3414

− 1.70558

1694.333

− 967

59,063.96

− 2.33333

1.505989

3.675731

15.32168

6.66E + 10

3.87E + 11

n

254.11

− 3.04178

1351.333

− 1346.33

65,207.83

1.666667

− 0.10194

4.134625

7.827703

3.14E + 10

4.28E + 11

n

303.9874

0.370949

1477.667

− 1665

92,876.37

1.333333

0.2845

4.067168

7.142509

6.06E + 10

6.09E + 11

n

311.1377

− 0.80893

1654.667

− 1582

97,136.49

1.666667

− 0.33156

3.97244

8.298503

8.07E + 10

6.37E + 11

n

347.6363

− 3.59677

955

− 1061

123,772.3

5

0.019804

4.49983

3.803735

6.33E + 10

8.12E + 11

s

277.2208

0.704282

841.6667

− 798.667

76,893.41

− 1.66667

0.175046

4.582805

3.129974

1.87E + 10

5.04E + 11

s