Changes between Version 16 and Version 17 of AdditionalMaterial
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AdditionalMaterial
v16 v17 23 23 ===== Breiman-I ===== 24 24 [export:/misc/publications/2010/theses/gkronber/breiman-I.csv breiman-I.csv] 25 This dataset is described in (Breiman 1984), where it is used to benchmark the classification and regression trees (CART) algorithm. The signal-to-noise 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 signal-to-noise 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(breiman-I.png)]] … … 52 52 ==== References ==== 53 53 Jerome H. Friedman, Multivariate adaptive regression splines, ''The Annals of Statistics'', 19(1):1-141, 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 ==