Using a total of 16 subject datasets , we analyzed the BCI classification performance for MI , TSA and two hybrid approaches in a comparative manner ; we found that the consecutive hybrid approach outperformed the others , yielding about a 10 % improvement in classification accuracy relative to MI alone .