The synthetic datasets were generated by implanting some motif instances into t = 20 sequences each of length ti = 600. Let m correspond to one full random projection + EM cycle. We have set m = 1 to demonstrate the efficiency of our approach. We compared the performance coefficient (PC) which gives a measure of the average performance of our implementation compared to that of Random Projection. The PC is given by :