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Table 2 Descriptive analysis of extracted features

From: Automated epileptic seizures detection using multi-features and multilayer perceptron neural network

Feature EEG Mean STD Min Q1 Q2 Q3 IQR Max SID
Yule–Walker PSD N 0.6027 1.0179 0.0018 0.1536 0.3402 0.5719 0.4183 15.063 0.2091
E 20.866 19.7967 0.1609 7.0496 15.703 27.513 20.4636 259.5852 10.2318
Shannon entropy N 3.2285 0.5698 1 2.9579 3.4082 3.6565 0.6986 4.1804 0.3493
E 2.0793 0.5666 0.9016 1.6943 2.0441 2.4196 0.7252 3.8029 0.3626
Renyi entropy N 3.4005 0.7148 0.8493 3.1329 3.4929 3.8295 0.6966 5.3897 0.3483
E 5.8863 0.5731 2.9858 5.5831 6.1188 6.2974 0.7142 6.7119 0.3571
Teager energy N 0.7101 2.9253 0.0012 0.0719 0.1917 0.4419 0.3700 80.621 0.1850
E 19.24708 51.654 0.0337 3.6780 7.0098 13.378 9.7003 720.1391 4.8501
  1. ‘N’ stands for normal and ‘E’ stands for a person with epilepsy