Two-stage cascade classifier
Arm position classification
The first stage of the cascade classifier was a position detection
classifier trained by ACC-MMG data. The position
classification errors for the detection of five arm positions
are showed in Figure 7(a). The average position classification
error across all subjects and six forearm motion
classes was 0.7% ± 0.4% for amputated arms