IDmining: Intrinsic Dimension for Data Mining
Version 1.0.0

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

AuthorJean Golay and Mohamed Laib
Date of publication2016-11-25 19:47:55
MaintainerJean Golay <Jean.Golay@unil.ch>
LicenseCC BY-NC-SA 4.0
Version1.0.0
URL < https://www.sites.google.com/site/jeangolayresearch/ >
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("IDmining")

Getting started

Package overview

Popular man pages

Butterfly: Butterfly Data Set Generator
IDmining-package: Intrinsic Dimension for Data Mining
logMINDEX: The Multipoint Morisita Index in 1, 2 or Higher Dimensions
MINDEX_SP: The Multipoint Morisita Index for Spatial Patterns
MINDID: The (Multipoint) Morisita Index for Intrinsic Dimension...
RenDim: Renyi's Generalized Dimensions
SwissRoll: Swiss Roll Data Set Generator
See all...

All man pages Function index File listing

Man pages

Butterfly: Butterfly Data Set Generator
IDmining-package: Intrinsic Dimension for Data Mining
logMINDEX: The Multipoint Morisita Index in 1, 2 or Higher Dimensions
MINDEX_SP: The Multipoint Morisita Index for Spatial Patterns
MINDID: The (Multipoint) Morisita Index for Intrinsic Dimension...
RenDim: Renyi's Generalized Dimensions
SwissRoll: Swiss Roll Data Set Generator

Functions

Butterfly Man page Source code
IDmining Man page
IDmining-package Man page
MINDEX_SP Man page Source code
MINDID Man page Source code
RenDim Man page Source code
SwissRoll Man page Source code
logMINDEX Man page Source code

Files

NAMESPACE
R
R/MINDID.R
R/RenDim.R
R/logMINDEX.R
R/IDmining.R
R/SwissRoll.R
R/MINDEX_SP.R
R/Butterfly.R
MD5
DESCRIPTION
man
man/SwissRoll.Rd
man/MINDEX_SP.Rd
man/Butterfly.Rd
man/RenDim.Rd
man/MINDID.Rd
man/IDmining-package.Rd
man/logMINDEX.Rd
IDmining documentation built on May 19, 2017, 8:58 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.