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Modalclust

Hierarchical Modal Clustering

v0.7 · Nov 14, 2018 · GPL-2

Description

Performs Modal Clustering (MAC) including Hierarchical Modal Clustering (HMAC) along with their parallel implementation (PHMAC) over several processors. These model-based non-parametric clustering techniques can extract clusters in very high dimensions with arbitrary density shapes. By default clustering is performed over several resolutions and the results are summarised as a hierarchical tree. Associated plot functions are also provided. There is a package vignette that provides many examples. This version adheres to CRAN policy of not spanning more than two child processes by default.

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CRAN Check Status

2 NOTE
12 OK
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 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 (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Surajit Ray <surajit.ray@glasgow.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Surajit",
                      family = "Ray",
                      role = c("aut", "cre"),
                      email = "surajit.ray@glasgow.ac.uk"),
               person(given = "Yansong",
                      family = "Cheng",
                      role = "aut"))
as necessary.

Found the following \keyword or \concept entries
which likely give several index terms:
  File ‘HMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘choose.cluster.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘contourHMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘hard.HMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘pHMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘plot.hmac.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘soft.HMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘summary.hmac.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Surajit Ray <surajit.ray@glasgow.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Surajit",
                      family = "Ray",
                      role = c("aut", "cre"),
                      email = "surajit.ray@glasgow.ac.uk"),
               person(given = "Yansong",
                      family = "Cheng",
                      role = "aut"))
as necessary.

Found the following \keyword or \concept entries
which likely give several index terms:
  File ‘HMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘choose.cluster.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘contourHMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘hard.HMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘pHMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘plot.hmac.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘soft.HMAC.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
  File ‘summary.hmac.Rd’:
    \keyword{cluster, hierarchical, nested, modal}
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

*


            
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

*


            

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Surajit Ray <surajit.ray@glasgow.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Surajit",
                      family = "Ray",
                      role = c("aut", "cre"),
                      email = "surajit.ray@glasgow.ac.uk"),
               person(given = "Yansong",
                      family = "Cheng",
                      role = "aut"))
as necessary.

Found the following \keyword or \concept entries
which likely give
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Surajit Ray <surajit.ray@glasgow.ac.uk>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Surajit",
                      family = "Ray",
                      role = c("aut", "cre"),
                      email = "surajit.ray@glasgow.ac.uk"),
               person(given = "Yansong",
                      family = "Cheng",
                      role = "aut"))
as necessary.

Found the following \keyword or \concept entries
which likely give

Dependency Network

Dependencies Reverse dependencies mvtnorm zoo class Modalclust

Version History

new 0.7 Mar 9, 2026