Changes between Version 6 and Version 7 of AdditionalMaterial
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- 12/09/10 10:55:02 (14 years ago)
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AdditionalMaterial
v6 v7 10 10 ==== Artificial benchmark datasets ==== 11 11 ===== Friedman-I ===== 12 This dataset is described in \cite{friedman1991}where it is used to benchmark the multi-variate adaptive regression splines (MARS) algorithm. The signal-to-noise ratio in this dataset is rather low, so it is difficult to rediscover the generating function f(x) especially the terms below the noise level (x4 and x5).12 This dataset is described in (Friedman 1991) where it is used to benchmark the multi-variate adaptive regression splines (MARS) algorithm. The signal-to-noise ratio in this dataset is rather low, so it is difficult to rediscover the generating function f(x) especially the terms below the noise level (x4 and x5). 13 13 14 14 [[Image(friedman-I.png)]] … … 42 42 [export:/trunk/misc/pub/2010/theses/gkronber/housing.csv housing.csv] 43 43 44 ==== References ==== 45 Jerome H. Friedman, Multivariate adaptive regression splines, ''The Annals of Statistics'', 19(1):1-141, 1991. 46 44 47 == 2011 ==