Journals
Publish with us
Publishing partnerships
About us
Blog
Journal of Healthcare Engineering
Journal overview
For authors
For reviewers
For editors
Table of Contents
Special Issues
Journal of Healthcare Engineering
/
2022
/
Article
/
Tab 4
/
Research Article
A Framework on Performance Analysis of Mathematical Model-Based Classifiers in Detection of Epileptic Seizure from EEG Signals with Efficient Feature Selection
Table 4
Features extracted from DWT coefficients with PSO feature selection method.
Statistical parameters
Haar wavelet
dB4 wavelet
Sym 8 wavelet
A
E
A
E
A
E
Mean
0.100211
39.86297
0.100678
42.9912
0.099508
42.03022
Variance
0.001501
1248.341
0.001165
2041.859
0.001941
2132.655
Skewness
−0.03815
0.753713
−0.80264
0.66277
−1.19694
0.719259
Kurtosis
12.93212
−0.94194
17.05044
−1.2422
19.47415
−1.1595
Pearson correlation coefficient
−0.01129
−0.00714
-0.00704
0.018943
0.021754
0.008678
CCA
0.13711
0.17107
0.16946