IDmining: Intrinsic Dimension for Data Mining

Contains techniques for mining large and high-dimensional data sets by using the concept of Intrinsic Dimension (ID). Here the ID is not necessarily an integer. It is extended to fractal dimensions. And the Morisita estimator is used for the ID estimation, but other tools are included as well.

Version: 1.0.7
Imports: data.table, doParallel, parallel, foreach, stats, utils
Published: 2021-05-03
DOI: 10.32614/CRAN.package.IDmining
Author: Jean Golay [aut, cre], Mohamed Laib [aut]
Maintainer: Jean Golay <jeangolay at>
License: CC BY-NC-SA 4.0
NeedsCompilation: no
CRAN checks: IDmining results


Reference manual: IDmining.pdf


Package source: IDmining_1.0.7.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): IDmining_1.0.7.tgz, r-oldrel (arm64): IDmining_1.0.7.tgz, r-release (x86_64): IDmining_1.0.7.tgz, r-oldrel (x86_64): IDmining_1.0.7.tgz
Old sources: IDmining archive


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