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: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=DRquality to link to this page.
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