R/classification_poly-data.R

In airt: Evaluation of Algorithm Collections Using Item Response Theory

#'A dataset containing classification algorithm performance data in a polytomous format.
#'
#'This dataset contains the performance of 10 classification algorithms on 235 datasets discussed in the paper Instance Spaces for Machine Learning Classification by M. A. Munoz, L. Villanova, D. Baatar, and K. A. Smith-Miles .
#'
#'@format A dataframe of 235 x 10 dimensions.
#'\describe{
#'  \item{Dimension 1}{Each row contains the algorithm performance of a dataset on 10 classification algorithms.}
#'  \item{Dimensions 2}{Each column contains the algorithm performance of a single algorithm.}
#'
#'}
#'
#'@source \url{https://katesmithmiles.wixsite.com/home/matilda}
"classification_poly"