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 |
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