There are 200 sample points from each Gaussian. The thick curve on the right panel represents the principal curve computed by LTSA and the thin curve by LLE. It is seen that the thick curve goes through each of the Gaussians in turn, and the corresponding global coordinates (plotted in the right panel) clearly separate the three Gaussians. LLE did not perform as well, mixing four of the Gaussians.