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]

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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'))

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

On CRAN:

Conda:

2.00 score 206 downloads 11 exports 36 dependencies

Last updated 2 years agofrom:f633c77789. Checks:1 OK, 8 ERROR. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 08 2025
R-4.5-winERRORMar 08 2025
R-4.5-macERRORMar 08 2025
R-4.5-linuxERRORMar 08 2025
R-4.4-winERRORMar 08 2025
R-4.4-macERRORMar 08 2025
R-4.4-linuxERRORMar 08 2025
R-4.3-winERRORMar 08 2025
R-4.3-macERRORMar 08 2025

Exports:ClassificationErrorCmeasureGabrielClassificationErrorKendallsTauplotMeasureRAARplotMeasureTundDRAARSpearmanErrorSpearmansRhoTopologicalCorrelationZrehenMeasure4All

Dependencies:ABCanalysisclicolorspaceDatabionicSwarmdeldirfansifarverGeneralizedUmatrixggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplotrixR6RColorBrewerRcppRcppArmadilloRcppParallelrlangscalestibbleutf8vctrsviridisLitewithr