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.


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Reference manual

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install.packages("IDmining")

1.0.5 by Jean Golay, 9 months ago


https://www.sites.google.com/site/jeangolayresearch/


Browse source code at https://github.com/cran/IDmining


Authors: Jean Golay [aut, cre] , Mohamed Laib [aut]


Documentation:   PDF Manual  


CC BY-NC-SA 4.0 license


Imports data.table, doParallel, parallel, foreach, stats, utils


See at CRAN