Table 7 Combinations including two to ten features based on MRMR and RA criteria
From: EMG-based facial gesture recognition through versatile elliptic basis function neural network
Combinations | MRMR | RA |
|---|---|---|
C2 | MAV,MV | MPV,MAV |
C3 | MAV,MV,MPV | MPV,MAV,IEMG |
C4 | MAV,MV,MPV,IEMG | MPV,MAV,IEMG,RMS |
C5 | MAV,MV,MPV,IEMG,SSC | MPV,MAV,IEMG,RMS,MAVS |
C6 | MAV,MV,MPV,IEMG,SSC,VAR | MPV,MAV,IEMG,RMS,MAVS,SSI |
C7 | MAV,MV,MPV,IEMG,SSC,VAR,MAVS | MPV,MAV,IEMG,RMS,MAVS,SSI,SSC |
C8 | MAV,MV,MPV,IEMG,SSC,VAR,MAVS,RMS | MPV,MAV,IEMG,RMS,MAVS,SSI,SSC,VAR |
C9 | MAV,MV,MPV,IEMG,SSC,VAR,MAVS,RMS,WL | MPV,MAV,IEMG,RMS,MAVS,SSI,SSC,VAR,MV |
C10 | MAV,MV,MPV,IEMG,SSC,VAR,MAVS,RMS,WL,SSI | MPV,MAV,IEMG,RMS,MAVS,SSI,SSC,VAR,MV,WL |