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. Author manuscript; available in PMC: 2017 May 2.
Published in final edited form as: Conf Proc IEEE Eng Med Biol Soc. 2015;2015:1934–1937. doi: 10.1109/EMBC.2015.7318762

TABLE IV.

Features Selected for Binary Classification

Category Specific Feature
Raw SC amplitude: mean
1st derivative: max absolute value
2nd derivative: max, mean absolute value
Filtered SC amplitude: mean
2nd derivative: min, max absolute value
Wavelet Mean: 1st coefficient
St. Dev: 1st, 2nd, 3rd coefficients
Median: 3rd coefficient