Table 9.
Features used in the 65 HGR models.
| ID SPS | Features used |
|---|---|
| SPS 1 | MAV |
| SPS 2 | MAV, RMS, WL, SSC, and HJP |
| SPS 3 | RMS |
| SPS 4 | NI |
| SPS 5 | MAV, WL, ZC, and SSC |
| SPS 6 | MAV |
| SPS 7 | MAV, RMS, ZC, VAR, ER, HISTG, WAMP, AmpSpec, MMDF, and MMNF |
| SPS 8 | NI |
| SPS 9 | NI |
| SPS 10 | RMS |
| SPS 11 | MAV, AR-Coeff, VAR, and SampEn |
| SPS 12 | WL, VAR, iEMG, and PK |
| SPS 13 | SMAV, and MADN |
| SPS 14 | AR-Coeff, and Mean |
| SPS 15 | Mean |
| SPS 16 | MAV |
| SPS 17 | MAV, SD, and DWT |
| SPS 18 | MAV |
| SPS 19 | CMSED |
| SPS 20 | FFT |
| SPS 21 | MAV, WL, ZC, and SSC |
| SPS 22 | RMS, SD, and SampEn |
| SPS 23 | DWT |
| SPS 24 | iEMG |
| SPS 25 | MAV, RMS, SD, MMAV, SSI, LOG, AAC, MFL, MIN, and MAX |
| SPS 26 | DWT |
| SPS 27 | NI |
| SPS 28 | NI |
| SPS 29 | AR-Coeff |
| SPS 30 | NI |
| SPS 31 | MAV, RMS, MNP, and DFA |
| SPS 32 | DWT |
| SPS 33 | MAV, WL, ZC, and MAVR |
| SPS 34 | CWT |
| SPS 35 | NI |
| SPS 36 | NI |
| SPS 37 | RMS, WL, WAMP, SampEn, and Cep-Coeff |
| SPS 38 | Mean, VAR, KURT, and SKEW |
| SPS 39 | NMF |
| SPS 40 | iEMG, ln-VAR, and RSS |
| SPS 41 | NI |
| SPS 42 | log-RMS, log-iEMG, log-VAR |
| SPS 43 | NI |
| SPS 44 | MAV, RMS, SSC, WL, and HJP |
| SPS 45 | SMAV, and MADN |
| SPS 46 | MAV, ZC, SSC, SKEW, RMS, HJP, and iEMG |
| SPS 47 | RMS, and Median |
| SPS 48 | RMS, WL, ZC, and SSC |
| SPS 49 | Mean |
| SPS 50 | RMS, LBP, and DIFF |
| SPS 51 | SD |
| SPS 52 | MAV, WL, RMS, AR-Coeff, ZC, and SSC |
| SPS 53 | MAV, MAV1-MAV2, VAR, RMS, SSI, V-order, iEMG, DASDV, AAC, ZC, LOG, SSC, WL, WAMP, MFL, MAX, MIN, max-min, SKEW, KURT, TTP, MNF, MDF, MNP, PKF, MOAC, APOC, STDOC, MOAC-ratio, Inpt, AR-Coeff |
| SPS 54 | RMS, WL, MAS and SampEn |
| SPS 55 | MAV, MAV1, MAV2, VAR, RMS, WL, ZC, SSC, AR-Coeff, MNF, MDF, PKF, MNP, TTP, PSR, DFA, and HFD |
| SPS 56 | MAV, SSC, WL, RMS, and HJP |
| SPS 57 | MAV, WL, ZC, and SSC |
| SPS 58 | NI |
| SPS 59 | MAV, WL, ZC, and SSC |
| SPS 60 | MAV, WL, ZC, and SSC |
| SPS 61 | MAV, WL, ZC, SSC, WAMP, and CARD |
| SPS 62 | NI |
| SPS 63 | MAV, WL, ZC, and SSC |
| SPS 64 | MAV, WL, ZC, and SSC |
| SPS 65 | MAV, WL, ZC, and SSC |