Human Walking Pattern Recognition Based on KPCA and SVM with Ground Reflex Pressure Signal

Table 2

Accuracy of different movements with SVM.

Moving pattern	Training accuracy (%)	Testing accuracy (%)
Standing still	100	100
Walking on level	91.2	91.0
Stair ascending	93.1	93.7
Stair descending	90.0	86.7