EMG feature values are mixing

Dear

I extracted feature of ZC, WL, MAV and ZC from EMG signals of different exercise like handopen, handclose etc. but features values are mixing/overlapping with each others so I classification accuracy is not good.

Kindly guide what i do with it?

find the snap shot of min and max values