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

TABLE 4.

Selected features of GM-Opt and GM-06 for each data type. The occurrence of the features is given after each feature for GM-06. Feature definitions can be found in Table 1.

Type GM-Opt GM-06 (occurrence)
ang DV, DVAR, EndVal, RMS, SM, SMR, StartVal, VAR, mDWT mDWT (10), DVAR (7), StartVal (7), DV (6), EndVal (6)
acc AFB, CEA, DMAV, EndVal, HIST10, LOG, MAV1, MEAN, MIN, MP, MYOP2, OHM, RMS, SNR, SSC, SSI, STD, TDPSD1, TDPSD2, TDPSD5, TM, VAR, WL, ZC, mDWT MEAN (10), AFB (9), mDWT (8), RMS (8), CEA (7), EndVal (7), ApEn (6), LOG (6), OHM (6), SNR (6), SSI (6), WAMP2 (6)
gyr AFB, CEA, DFA, DMAV, DStd, DVAR, EndVal, KATZ, LOG, MAV, MAV2, MDF, MEAN, MYOP3, OHM, RMS, SNR, SSC, SSI, STD, StartVal, TP, V, WL, mDWT MEAN (10), mDWT (10), SSI (9), CEA (8), DPR (8), DStd (8), MAV2 (8), AFB (7), DLD (7), EndVal (7), IEMG (7), LOG (7), MIN (7), RMS (7), MAV (6), MAX (6), SM (6), SNR (6), STD (6), V (6), WAMP2 (6)
emg DMAV, FR, HG, SampEn, WAMP2 HG (10), WAMP2 (10), SampEn (7), ApEn (6)