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. 2021 Oct 25;8:710806. doi: 10.3389/frobt.2021.710806

TABLE 3.

Selected features of GA-Opt and GA-03 for each data type. The occurrence of the features is given after each feature for GA-03. Feature definitions can be found in Table 1.

Type GA-Opt GA-03 (occurrence)
ang AFB, DFA, DLD, DV, DVAR, EndVal, IEMG, M2, MAV, MAV2, OHM, SSI, STD, TP, VAR, WAMP2 EndVal (8), WL (6), mDWT (6), LOG (5), TP (5), VAR (5), CEA (4), DLD (4), DV (4), MAX (4), RMS (4), SSI (4), V (4), VCF (4), AFB (3), DMAV (3), DVAR (3), M2 (3), MAV (3), MP (3), SampEn (3), StartVal (3)
acc AFB, DMAV, IEMG, LOG, MAV, MIN, MYOP3, OHM, SKEW, SSC, SampEn LOG (6), SSI (6), MEAN (5), AFB (4), DStd (4), IEMG (4), MAV (4), MYOP3 (4), OHM (4), WL (4), DV (3), HIST3 (3), RMS (3), SKEW (3), SampEn (3), TM (3), VAR (3)
gyr AFB, CEA, DFA, DMAV, M2, MEAN, MNF, SMR, SSI, VAR, WAMP3 Mean (7), MAX (6), MYOP3 (5), DStd (3), EndVal (3), M2 (3), MAV (3), MYOP2 (3), TM (3), VAR (3)
emg CEA, DStd, SKEW, SSC, STD, ZC WAMP2 (5), ZC (4), DStd (3), KATZ (3), PSDFD (3)