Changes between Version 12 and Version 13 of AdditionalMaterial


Ignore:
Timestamp:
12/14/10 14:03:07 (10 years ago)
Author:
gkronber
Comment:

added short description for breiman-I dataset

Legend:

Unmodified
Added
Removed
Modified
  • AdditionalMaterial

    v12 v13  
    99==== Artificial benchmark datasets ====
    1010===== Friedman-I =====
    11 [export:/trunk/misc/pub/2010/theses/gkronber/friedman-I.csv friedman-I.csv]
     11[export:/misc/publications/2010/theses/gkronber/friedman-I.csv friedman-I.csv]
    1212
    1313This 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).
     
    1919
    2020===== Friedman-II =====
    21      [export:/trunk/misc/pub/2010/theses/gkronber/friedman-II.csv friedman-II.csv]
     21     [export:/misc/publications/2010/theses/gkronber/friedman-II.csv friedman-II.csv]
    2222
    2323===== Breiman-I =====
    24      [export:/trunk/misc/pub/2010/theses/gkronber/breiman-I.csv breiman-I.csv]
     24     [export:/misc/publications/2010/theses/gkronber/breiman-I.csv breiman-I.csv]
     25This 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.
     26
     27[[Image(breiman-I.png)]]
     28
     29Variables x01,..., x10 are randomly sampled attributes following the probability distributions:
     30
     31[[Image(breiman-I-variables.png)]]
    2532
    2633==== Real-world datasets ====
    2734
    2835===== Chemical-I =====
    29      [export:/trunk/misc/pub/2010/theses/gkronber/chemical-I.csv chemical-I.csv]
     36     [export:/misc/publications/2010/theses/gkronber/chemical-I.csv chemical-I.csv]
    3037
    3138===== Chemical-II =====
    32      [export:/trunk/misc/pub/2010/theses/gkronber/chemical-II.csv chemical-II.csv]
     39     [export:/misc/publications/2010/theses/gkronber/chemical-II.csv chemical-II.csv]
    3340
    3441===== Financial-I =====
    35      [export:/trunk/misc/pub/2010/theses/gkronber/financial-I.csv financial-I.csv]
     42     [export:/misc/publications/2010/theses/gkronber/financial-I.csv financial-I.csv]
    3643
    3744===== Macro-Economic =====
    38      [export:/trunk/misc/pub/2010/theses/gkronber/macro-economic.csv macro-economic.csv]
     45     [export:/misc/publications/2010/theses/gkronber/macro-economic.csv macro-economic.csv]
    3946
    4047===== Housing =====
    41      [export:/trunk/misc/pub/2010/theses/gkronber/housing.csv housing.csv]
     48     [export:/misc/publications/2010/theses/gkronber/housing.csv housing.csv]
    4249
    4350==== References ====