ECoL
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>.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (5 non-OK)
CRAN incoming feasibility
Maintainer: ‘Luis Garcia <lpfgarcia@icmc.usp.br>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Luis",
family = "Garcia",
role = c("aut", "cre"),
email = "lpfgarcia@icmc.usp.br"),
person(given = "Ana",
family = "Lorena",
role = c("aut", "ctb")))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Luis Garcia <lpfgarcia@icmc.usp.br>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Luis",
family = "Garcia",
role = c("aut", "cre"),
email = "lpfgarcia@icmc.usp.br"),
person(given = "Ana",
family = "Lorena",
role = c("aut", "ctb")))
as necessary.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Luis Garcia <lpfgarcia@icmc.usp.br>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Luis",
family = "Garcia",
role = c("aut", "cre"),
email = "lpfgarcia@icmc.usp.br"),
person(given = "Ana",
family = "Lorena",
role = c("aut", "ctb")))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Luis Garcia <lpfgarcia@icmc.usp.br>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Luis",
family = "Garcia",
role = c("aut", "cre"),
email = "lpfgarcia@icmc.usp.br"),
person(given = "Ana",
family = "Lorena",
role = c("aut", "ctb")))
as necessary.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory