Description
Robust mixture discriminant analysis (RMDA), proposed in Bouveyron & Girard, 2009 <doi:10.1016/j.patcog.2009.03.027>, allows to build a robust supervised classifier from learning data with label noise. The idea of the proposed method is to confront an unsupervised modeling of the data with the supervised information carried by the labels of the learning data in order to detect inconsistencies. The method is able afterward to build a robust classifier taking into account the detected inconsistencies into the labels.
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CRAN Check Status
Show all 13 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-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| 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 (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Charles", "Bouveyron", "&", "Stephane"),
family = "Girard",
role = "aut"),
person(given = "Charles",
family = "Bouveyron",
role = "cre",
email = "charles.bouveyron@gmail.com"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Charles", "Bouveyron", "&", "Stephane"),
family = "Girard",
role = "aut"),
person(given = "Charles",
family = "Bouveyron",
role = "cre",
email = "charles.bouveyron@gmail.com"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Charles", "Bouveyron", "&", "Stephane"),
family = "Girard",
role = "aut"),
person(given = "Charles",
family = "Bouveyron",
role = "cre",
email = "charles.bouveyron@gmail.com"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Charles Bouveyron <charles.bouveyron@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Charles", "Bouveyron", "&", "Stephane"),
family = "Girard",
role = "aut"),
person(given = "Charles",
family = "Bouveyron",
role = "cre",
email = "charles.bouveyron@gmail.com"))
as necessary.