For k = 4 and 5 on TEST, this approach surpasses the unsupervised CFORM method of <cite>Fazly et al. (2009)</cite> ; however, on DEV this approach does not outperform <cite>Fazly et al</cite>.'s CFORM approach for any of the val-ues of k considered.