Fig. 5.

Classification performance of the parametric manifold learning techniques with respect to different parameter values. A ISOMAP (k), B diffusion maps ($\sigma$), C kPCA ($\gamma$), D LLE (k). The metric used is the pseudo-distance measure $d_c$ (see “Construction of FCN based on cross correlation” section) based on cross correlation