Package: ECoL
Type: Package
Version: 0.4.4
Date: 2026-05-19
Title: Complexity Measures for Supervised Problems
Description: Provides measures to characterize the complexity of
        classification and regression problems based on aspects that
        quantify the linearity of the data, the presence of informative
        feature, the sparsity and dimensionality of the datasets. This
        package provides bug fixes, generalizations and implementations
        of many state of the art measures. The measures are described
        in the papers: Lorena et al. (2019) <doi:10.1145/3347711> and
        Lorena et al. (2018) <doi:10.1007/s10994-017-5681-1>.
Authors@R: c(person(given = "Luis",
                   family = "Garcia",
                   role = c("aut", "cre"),
                   email = "luis.garcia@unb.br"),
            person(given = "Ana",
                   family = "Lorena",
                   role = c("aut", "ctb")),
            person(given = "Marcilio",
                   family = "Souto",
                   role = c("aut", "ctb")),
            person(given = c("Tin", "K."),
                   family = "Ho",
                   role = c("aut", "ctb")))
Maintainer: Luis Garcia <luis.garcia@unb.br>
URL: https://github.com/lpfgarcia/ECoL/
Imports: cluster, e1071, FNN, igraph, MASS
Suggests: testthat
License: MIT + file LICENSE
BugReports: https://github.com/lpfgarcia/ECoL/issues
Encoding: UTF-8
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: libglpk-dev libxml2-dev
Repository: https://lpfgarcia.r-universe.dev
Date/Publication: 2026-05-19 15:53:35 UTC
RemoteUrl: https://github.com/lpfgarcia/ecol
RemoteRef: HEAD
RemoteSha: cfeb83890d14918c4f85a4a71534c7c505e5afc1
NeedsCompilation: no
Packaged: 2026-10-16 06:30:34 UTC; root
Author: Luis Garcia [aut, cre],
  Ana Lorena [aut, ctb],
  Marcilio Souto [aut, ctb],
  Tin K. Ho [aut, ctb]