| MadelonD {praznik} | R Documentation |
Madelon is a synthetic data set from the NIPS 2003 feature selection challenge, generated by Isabelle Guyon. It contains 480 irrelevant and 20 relevant features, including 5 informative and 15 redundant. In this version, the originally numerical attributes have been pre-discetised into 10 bins, as well as their names have been altered to reveal 20 relevant features (as identified by the Boruta method).
MadelonD
A list with two elements, X containing a data frame with predictors, and Y, the decision.
Features are in the same order as in the original data; the names of relevant ones start with Rel, while of irrelevant ones with Irr.
https://archive.ics.uci.edu/ml/datasets/Madelon