AdaptGauss

Gaussian Mixture Models (GMM)

v1.6 · Feb 2, 2024 · GPL-3

Description

Multimodal distributions can be modelled as a mixture of components. The model is derived using the Pareto Density Estimation (PDE) for an estimation of the pdf. PDE has been designed in particular to identify groups/classes in a dataset. Precise limits for the classes can be calculated using the theorem of Bayes. Verification of the model is possible by QQ plot, Chi-squared test and Kolmogorov-Smirnov test. The package is based on the publication of Ultsch, A., Thrun, M.C., Hansen-Goos, O., Lotsch, J. (2015) <DOI:10.3390/ijms161025897>.

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CRAN Check Status

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	99.8s
r-devel-linux-x86_64-debian-gcc	OK	73.7s
r-devel-linux-x86_64-fedora-clang	OK	167.4s
r-devel-linux-x86_64-fedora-gcc	OK	175.8s
r-devel-windows-x86_64	OK	133s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	107s
r-oldrel-windows-x86_64	OK	170s
r-patched-linux-x86_64	OK	95.6s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	29s
r-release-macos-x86_64	OK	110s
r-release-windows-x86_64	OK	144s

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026

ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026

ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘plotly’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026

ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026

ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/AdaptGauss.Rcheck/00install.out' for details.

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (4)

imports

DistributionOptimization Umatrix opGMMassessment scapGNN

Dependency Network

Version History

13 tracked

new 1.6 Mar 10, 2026

updated 1.6 ← 1.5.6 diff Feb 1, 2024

updated 1.5.6 ← 1.5.4 diff Feb 2, 2020

updated 1.5.4 ← 1.5 diff Nov 17, 2019

updated 1.5 ← 1.3.5 diff Jan 30, 2019

updated 1.3.5 ← 1.3.3 diff Jul 10, 2018

updated 1.3.3 ← 1.2.4 diff Mar 14, 2017

updated 1.2.4 ← 1.2.3 diff Jun 29, 2016

updated 1.2.3 ← 1.2.2 diff Jun 15, 2016

updated 1.2.2 ← 1.2.0 diff Jun 14, 2016

updated 1.2.0 ← 1.1.0 diff Mar 15, 2016

updated 1.1.0 ← 1.0 diff Oct 13, 2015

new 1.0 Oct 8, 2015