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DM: RE: Pruning methodsFrom: Donal Lyons Date: Wed, 15 Mar 2000 12:41:18 -0000 For CART the definitive book is Leo Breiman et al., Classification and Regression Trees (CART), Wadsworth & Brooks, 1984. For C4.5 see J. Ross Quinlan, C4.5: Programs for Machine Learning, Morgan Kaufmann, 1993. I'm unsure about pruning in CHAID - there's a brief description of the algorithm on the SPSS Web site Summaries for at least some algorithms can be found in D. Michie, D.J. Spiegelhalter and C.C. Taylor (eds.), Machine Learning, Neural and Statistical Classification Ellis Horwood, 1994. Another good overview book is D. J. Hand, Construction and Assessment of Classification Rules, Wiley, 1997
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