coRanking-package: Methods for the co-ranking matrix

Description Details References


coRanking provides methods for the calculation of the co-ranking matrix and derived measures to assess the quality of a dimensionality reduction


This package provides functions for calculating the co-ranking matrix, plotitng functions and some derived measures for quality assessment of dimensionality reductions.


Lee, J.A., Lee, J.A., Verleysen, M., 2009. Quality assessment of dimensionality reduction: Rank-based criteria. Neurocomputing 72.

Chen, L., Buja, A., 2006. Local Multidimensional Scaling for Nonlinear Dimension Reduction, Graph Layout and Proximity Analysis.

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