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 12/14/10 14:11:30 (10 years ago)
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v16 v17 23 23 ===== BreimanI ===== 24 24 [export:/misc/publications/2010/theses/gkronber/breimanI.csv breimanI.csv] 25 This dataset is described in (Breiman 1984), where it is used to benchmark the classification and regression trees (CART) algorithm. The signaltonoise ratio is rather low and additionally it contains a crisp conditional which makes it rather difficult to rediscover the generating function with a symbolic regression approach.25 This dataset is described in (Breiman et al. 1984), where it is used to benchmark the classification and regression trees (CART) algorithm. The signaltonoise ratio is rather low and additionally it contains a crisp conditional which makes it rather difficult to rediscover the generating function with a symbolic regression approach. 26 26 27 27 [[Image(breimanI.png)]] … … 52 52 ==== References ==== 53 53 Jerome H. Friedman, Multivariate adaptive regression splines, ''The Annals of Statistics'', 19(1):1141, 1991. 54 54 55 Leo Breiman, Jerome H. Friedman, Charles J. Stone and R. A. Olson, ''Classification and Regression Trees'', Chapman and Hall, 1984 55 56 == 2011 ==