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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