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Classification error rates on five UCI data sets for different projection dimensions, as computed by the algorithms supervised PCA (SPCA), kernel supervised PCA (KSPCA), KDR, Bair’s SPC (BSPC), CFML, FDA, and mKDR. (a) Balance, (b) Heart Disease, (c) Ionosphere, (d) Parkinsons, (e) Sonar.

Taken from http://www.sciencedirect.com/science/article/pii/S0031320310005819#

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