abodOutlier

Angle-Based Outlier Detection

v0.1 · Aug 31, 2015 · MIT + file LICENSE

Description

Performs angle-based outlier detection on a given dataframe. Three methods are available, a full but slow implementation using all the data that has cubic complexity, a fully randomized one which is way more efficient and another using k-nearest neighbours. These algorithms are specially well suited for high dimensional data outlier detection.

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CRAN Check Status

5 NOTE

9 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	22.3s
r-devel-linux-x86_64-debian-gcc	NOTE	18.1s
r-devel-linux-x86_64-fedora-clang	OK	32.9s
r-devel-linux-x86_64-fedora-gcc	OK	31.3s
r-devel-macos-arm64	OK	10s
r-devel-windows-x86_64	OK	42s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	30s
r-oldrel-windows-x86_64	NOTE	45s
r-patched-linux-x86_64	OK	19.4s
r-release-linux-x86_64	OK	19.2s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	25s
r-release-windows-x86_64	OK	41s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jose Jimenez <jose@jimenezluna.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jose",
                    family = "Jimenez",
                    role = c("aut", "cre"),
                    email = "jose@jimenezluna.com")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jose Jimenez <jose@jimenezluna.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jose",
                    family = "Jimenez",
                    role = c("aut", "cre"),
                    email = "jose@jimenezluna.com")
as necessary.

OK 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

NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

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

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jose Jimenez <jose@jimenezluna.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jose",
                    family = "Jimenez",
                    role = c("aut", "cre"),
                    email = "jose@jimenezluna.com")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jose Jimenez <jose@jimenezluna.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jose",
                    family = "Jimenez",
                    role = c("aut", "cre"),
                    email = "jose@jimenezluna.com")
as necessary.

NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Dependency Network

Version History

new 0.1 Mar 10, 2026