trim: Tree methods for classification of imbalanced data

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This package provides ad hoc tree methods for dealing with classification of imbalanced variables.

Author
Emmanuel Rousseaux
Date of publication
2013-07-04 21:56:51
Maintainer
Emmanuel Rousseaux <emmanuel.rousseaux@unige.ch>
License
GPL-3
Version
0.1-4

View on R-Forge

Man pages

distribution
Create a 'Distribution' object.
Distribution-class
Class '"Distribution"'
distribution.comparable
Check if two 'Distribution' objects are comparable
distribution-methods
Standard builders for 'Distribution' objects
distribution.reorder
Reorder a 'Distribution' object according to another...
implication.index
Compute the implication index of Gras (YEAR).
implication.index.gain
Compute the gain of a split by the implication index of Gras
p.estimator.laplace
Laplace's estimator of probability
trim-package
Tree methods for classification of imbalanced data
WeightedVariable.categorical-class
Class '"WeightedVariable.categorical"'
wvc
Create a 'WeightedVariable.categorical' object.

Files in this package

trim/DESCRIPTION
trim/NAMESPACE
trim/R
trim/R/aggregation.rule.R
trim/R/decision.rule.R
trim/R/distribution.R
trim/R/entropy.marcellin.R
trim/R/entropy.shannon.R
trim/R/expand.array.R
trim/R/findsplit.R
trim/R/implication.index.R
trim/R/p.estimator.R
trim/R/qvar.breaks.R
trim/R/tree.learn.R
trim/R/weighted.variable.R
trim/inst
trim/inst/CITATION
trim/inst/doc
trim/inst/doc/trim-overview.R
trim/inst/doc/trim-overview.Rnw
trim/inst/doc/trim-overview.pdf
trim/man
trim/man/Distribution-class.Rd
trim/man/WeightedVariable.categorical-class.Rd
trim/man/distribution-methods.Rd
trim/man/distribution.Rd
trim/man/distribution.comparable.Rd
trim/man/distribution.reorder.Rd
trim/man/implication.index.Rd
trim/man/implication.index.gain.Rd
trim/man/p.estimator.laplace.Rd
trim/man/trim-package.Rd
trim/man/wvc.Rd
trim/vignettes
trim/vignettes/trim-overview.Rnw