Notice that, K-means resorting to these three methods and to L-IsomapMST outperformed the one based on random landmarks both in terms of NMI and CE. Among the fast Isomap variants L-IsomapSC dominated L-IsomapMSC, L-IsomapMST and the unsupervised counterpart