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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 |
| 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:
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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