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Journal of Healthcare Engineering
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Journal of Healthcare Engineering
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2022
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Article
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Tab 3
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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 3
Features extracted from DWT coefficients without feature selection method.
Statistical parameters
Haar wavelet
dB4 wavelet
Sym 8 wavelet
A
E
A
E
A
E
Mean
6.099584
−16.7531
0.099606
−16.7328
0.02899
−16.7287
Variance
73.5206
3029.474
0.000263
3116.757
0.011726
3123.223
Skewness
1.098017
−0.01327
2.484157
−0.01253
-0.60786
−0.01397
Kurtosis
−0.71982
0.073067
5.022013
0.092693
0.117881
0.085127
Pearson correlation coefficient
0.41472
0.013761
0.005183
0.013871
0.513197
0.014305
CCA
0.534668
0.57721
0.670713