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

Table 4

Accuracy of different movements with KPCA2.

Moving pattern	Training accuracy (%)	Testing accuracy (%)
Standing still	100	100
Walking on level	86.4	85.7
Stair ascending	92.1	88.8
Stair descending	91.4	90.1