CRAN/E | DRquality

DRquality

Quality Measurements for Dimensionality Reduction

Installation

About

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.

Key Metrics

Version 0.2.1
Published 2023-10-12 188 days ago
Needs compilation? no
License GPL-3
CRAN checks DRquality results

Downloads

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Maintainer

Maintainer

Michael Thrun

m.thrun@gmx.net

Authors

Quirin Stier

aut

Florian Lerch

ctb

Julian Märte

aut

Hermann Tafo

ctb

Laukert Schlichting

ctb

Michael Thrun

aut / cph / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DRquality archive

Imports

DatabionicSwarm

Suggests

plotly
geometry
deldir
FCPS
ProjectionBasedClustering ≥1.2.1
DataVisualizations
FastKNN
ggplot2
pcaPP
pracma
spdep
grid
igraph
cccd
sf