Package: DRquality 0.2.1

DRquality: Quality Measurements for Dimensionality Reduction

Several quality measurements for investigating the performance of dimensionality reduction methods are provided here. In addition a new quality measurement called Gabriel classification error is made accessible.

Authors:Quirin Stier [aut], Florian Lerch [ctb], Julian Märte [aut], Hermann Tafo [ctb], Laukert Schlichting [ctb], Michael Thrun [aut, cph, cre]

DRquality_0.2.1.tar.gz
DRquality_0.2.1.zip(r-4.5)DRquality_0.2.1.zip(r-4.4)DRquality_0.2.1.zip(r-4.3)
DRquality_0.2.1.tgz(r-4.4-any)DRquality_0.2.1.tgz(r-4.3-any)
DRquality_0.2.1.tar.gz(r-4.5-noble)DRquality_0.2.1.tar.gz(r-4.4-noble)
DRquality_0.2.1.tgz(r-4.4-emscripten)DRquality_0.2.1.tgz(r-4.3-emscripten)
DRquality.pdf |DRquality.html✨
DRquality/json (API)

# Install 'DRquality' in R:
install.packages('DRquality', repos = c('https://mthrun.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mthrun/drquality/issues

On CRAN:

2.00 score 187 downloads 11 exports 36 dependencies

Last updated 1 years agofrom:f633c77789. Checks:OK: 1 ERROR: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 08 2024
R-4.5-winERRORDec 08 2024
R-4.5-linuxERRORDec 08 2024
R-4.4-winERRORDec 08 2024
R-4.4-macERRORDec 08 2024
R-4.3-winERRORDec 08 2024
R-4.3-macERRORDec 08 2024

Exports:ClassificationErrorCmeasureGabrielClassificationErrorKendallsTauplotMeasureRAARplotMeasureTundDRAARSpearmanErrorSpearmansRhoTopologicalCorrelationZrehenMeasure4All

Dependencies:ABCanalysisclicolorspaceDatabionicSwarmdeldirfansifarverGeneralizedUmatrixggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplotrixR6RColorBrewerRcppRcppArmadilloRcppParallelrlangscalestibbleutf8vctrsviridisLitewithr