Changes between Version 17 and Version 18 of AdditionalMaterial


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Timestamp:
12/14/10 14:13:18 (10 years ago)
Author:
gkronber
Comment:

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  • AdditionalMaterial

    v17 v18  
    1111[export:/misc/publications/2010/theses/gkronber/friedman-I.csv friedman-I.csv]
    1212
    13 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).
     13This 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).
    1414
    1515[[Image(friedman-I.png)]]
     
    2323===== Breiman-I =====
    2424     [export:/misc/publications/2010/theses/gkronber/breiman-I.csv breiman-I.csv]
    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.
     25This 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.
    2626
    2727[[Image(breiman-I.png)]]
     
    5151
    5252==== References ====
    53 Jerome H. Friedman, Multivariate adaptive regression splines, ''The Annals of Statistics'', 19(1):1-141, 1991.
    54 
    55 Leo Breiman, Jerome H. Friedman, Charles J. Stone and R. A. Olson, ''Classification and Regression Trees'', Chapman and Hall, 1984
     53Friedman, 1991:: Jerome H. Friedman, Multivariate adaptive regression splines, ''The Annals of Statistics'', 19(1):1-141, 1991.
     54Breiman et al., 1984:: Leo Breiman, Jerome H. Friedman, Charles J. Stone and R. A. Olson, ''Classification and Regression Trees'', Chapman and Hall, 1984
    5655== 2011 ==