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 

Swiss roll data

Swiss roll data (colored angle, x-axis, y-axis, z-axis).

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SIR's view on Swiss roll data.  (no_slices=15)

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KSIR's view on Swiss roll data. (rbf = 0.05, no_slices=15)


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