All classifiers (except one 9 ) were evaluated in a leave-one-motion-out framework, over all motions and over relevant CoPAs.
each classifier was trained and tested 689 times -in each iteration it was trained over 688 motions and the relevant CoPAs, and then predicted whether the leftout motion matched these CoPAs.