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).

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

friedman-I.csv

Friedman-II

friedman-II.csv

Breiman-I

breiman-I.csv

Real-world datasets

Chemical-I

chemical-I.csv

Chemical-II

chemical-II.csv

Financial-I

financial-I.csv

Macro-Economic

macro-economic.csv

Housing

housing.csv

2011