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, which was published in Thrun, M. C., Märte, J., & Stier, Q: "Analyzing Quality Measurements for Dimensionality Reduction" (2023), Machine Learning and Knowledge Extraction (MAKE), <doi:10.3390/make5030056>.

Version:	0.2.1
Imports:	DatabionicSwarm
Suggests:	plotly, geometry, deldir, FCPS, ProjectionBasedClustering (≥ 1.2.1), DataVisualizations, FastKNN, ggplot2, pcaPP, pracma, spdep, grid, igraph, cccd, sf
Published:	2023-10-12
DOI:	10.32614/CRAN.package.DRquality
Author:	Quirin Stier [aut], Florian Lerch [ctb], Julian Märte [aut], Hermann Tafo [ctb], Laukert Schlichting [ctb], Michael Thrun [aut, cph, cre]
Maintainer:	Michael Thrun <m.thrun at gmx.net>
License:	GPL-3
NeedsCompilation:	no
CRAN checks:	DRquality results

Documentation:

Reference manual:

DRquality.html , DRquality.pdf

Downloads:

Package source:	DRquality_0.2.1.tar.gz
Windows binaries:	r-devel: DRquality_0.2.1.zip, r-release: DRquality_0.2.1.zip, r-oldrel: DRquality_0.2.1.zip
macOS binaries:	r-release (arm64): DRquality_0.2.1.tgz, r-oldrel (arm64): DRquality_0.2.1.tgz, r-release (x86_64): DRquality_0.2.1.tgz, r-oldrel (x86_64): DRquality_0.2.1.tgz
Old sources:	DRquality archive

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