Examples

	Kernel Sliced Inverse Regression with Applications to Classification
	Han-Ming Wu Department of Mathematics Tamkang University Taipei County 25137, Taiwan, R.O.C. hmwu@mail.tku.edu.tw http://www.hmwu.idv.tw

Examples: pen digits data

Figure 1: The projections for the pendigit data onto the estimated first two-dimensional subspace. The colors represent the ten classes. The 200 reduced features are used by stratified random subset for performing KPCA and KSIR with Gaussian kernel of scale 0.05.

Wu, H. M.* (2008). Kernel Sliced Inverse Regression with Applications to Classification, Journal of Computational and Graphical Statistics. 17(3), 590-610.
http://www.hmwu.idv.tw/KSIR
Last updated: 2009/04/27