wiki:AdditionalMaterial

Version 4 (modified by gkronber, 10 years ago) (diff)

description of friedman-I dataset

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).

No image "friedman-I.png" attached to attachment

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

Attachments (4)

Download all attachments as: .zip