Package: DRquality
Type: Package
Title: Quality Measurements for Dimensionality Reduction
Version: 0.2.1
Date: 2023-10-10
Authors@R: c(person("Quirin", "Stier", email= "Quirin_Stier@gmx.de",role=c("aut")),person("Florian", "Lerch",role="ctb"),person("Julian", "Märte",role="aut"),person("Hermann", "Tafo",role="ctb"),person("Laukert", "Schlichting",role="ctb"),person("Michael", "Thrun",email= "m.thrun@gmx.net",role=c("aut","cph","cre"), comment = c(ORCID = "0000-0001-9542-5543")))
Maintainer: Michael Thrun <m.thrun@gmx.net>
Description: 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>.
License: GPL-3
Imports: DatabionicSwarm
Suggests: plotly, geometry, deldir, FCPS, ProjectionBasedClustering (>=
        1.2.1), DataVisualizations, FastKNN, ggplot2, pcaPP,pracma,
        spdep, grid, igraph, cccd, sf
Encoding: UTF-8
NeedsCompilation: no
Packaged: 2023-10-12 07:30:23 UTC; MCT
Author: Quirin Stier [aut],
  Florian Lerch [ctb],
  Julian Märte [aut],
  Hermann Tafo [ctb],
  Laukert Schlichting [ctb],
  Michael Thrun [aut, cph, cre] (<https://orcid.org/0000-0001-9542-5543>)
Repository: CRAN
Date/Publication: 2023-10-12 09:40:15 UTC
Built: R 4.6.0; ; 2026-04-28 02:24:13 UTC; unix
