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'))

Peer review:

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

On CRAN:

2.00 score 164 downloads 11 exports 36 dependencies

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

TargetResultDate
Doc / VignettesOKOct 09 2024
R-4.5-winERROROct 09 2024
R-4.5-linuxERROROct 09 2024
R-4.4-winERROROct 09 2024
R-4.4-macERROROct 09 2024
R-4.3-winERROROct 09 2024
R-4.3-macERROROct 09 2024

Exports:ClassificationErrorCmeasureGabrielClassificationErrorKendallsTauplotMeasureRAARplotMeasureTundDRAARSpearmanErrorSpearmansRhoTopologicalCorrelationZrehenMeasure4All

Dependencies:ABCanalysisclicolorspaceDatabionicSwarmdeldirfansifarverGeneralizedUmatrixggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplotrixR6RColorBrewerRcppRcppArmadilloRcppParallelrlangscalestibbleutf8vctrsviridisLitewithr