On the other hand, the computation time of APPROX-PMI+PCA was much smaller than that of EXACT-PMI and APPROX-PMI.
it is necessary to reduce the amount of dimensions because APPROX-PMI would take 7,441 hours (about a year) to calculate all pattern similarity with one thread.