[[PageOutline]]
= Additional Material for Publications = 
This page contains a collection of additional material related to publications of members of the research group HEAL. 

== 2010 ==
=== Evo*2010 ===

=== Dissertation Kronberger ===
The following datasets are used in experiments in the thesis.
==== Artificial benchmark datasets ====
===== Friedman-I =====
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 especially the terms below the noise level x4 and x5).

[[Image(attachment:friedman-I.png)]]

Variables x01,..., x10 are sampled uniformly from the unit hypercube.
Epsilon is generated from the standard normal distribution.

[export:/trunk/misc/pub/2010/theses/gkronber/friedman-I.csv friedman-I.csv]

===== Friedman-II =====
     [export:/trunk/misc/pub/2010/theses/gkronber/friedman-II.csv friedman-II.csv]

===== Breiman-I =====
     [export:/trunk/misc/pub/2010/theses/gkronber/breiman-I.csv breiman-I.csv]

==== Real-world datasets ====

===== Chemical-I =====
     [export:/trunk/misc/pub/2010/theses/gkronber/chemical-I.csv chemical-I.csv]

===== Chemical-II =====
     [export:/trunk/misc/pub/2010/theses/gkronber/chemical-II.csv chemical-II.csv]

===== Financial-I =====
     [export:/trunk/misc/pub/2010/theses/gkronber/financial-I.csv financial-I.csv]

===== Macro-Economic =====
     [export:/trunk/misc/pub/2010/theses/gkronber/macro-economic.csv macro-economic.csv]

===== Housing =====
     [export:/trunk/misc/pub/2010/theses/gkronber/housing.csv housing.csv]

== 2011 ==