Intrinsic Dimension for Data Mining


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Documentation for package ‘IDmining’ version 1.0.7

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IDmining-package IDmining: Intrinsic Dimension for Data Mining
Butterfly Butterfly Data Set Generator
IDmining IDmining: Intrinsic Dimension for Data Mining
logMINDEX The Multipoint Morisita Index in 1, 2 or Higher Dimensions
MBFR Morisita-Based Filter for Regression Problems
MBFR_parallel Morisita-Based Filter for Regression Problems (Parallel)
MBRM Morisita-Based Filter for Redundancy Minimization
MBRM_parallel Morisita-Based Filter for Redundancy Minimization (Parallel)
MINDEX_SP The Multipoint Morisita Index for Spatial Patterns
MINDID The (Multipoint) Morisita Index for Intrinsic Dimension Estimation
MINDID_FMC Functional Measure of Clustering Using the Morisita Estimator of ID
RenDim Renyi's Generalized Dimensions
SwissRoll Swiss Roll Data Set Generator