Cubist: Rule- and Instance-Based Regression Modeling
Version 0.0.18

Regression modeling using rules with added instance-based corrections

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AuthorMax Kuhn, Steve Weston, Chris Keefer, Nathan Coulter. C code for Cubist by Ross Quinlan
Date of publication2014-06-05 22:54:44
MaintainerMax Kuhn <mxkuhn@gmail.com>
LicenseGPL-3
Version0.0.18
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Cubist", repos="http://R-Forge.R-project.org")

Man pages

cubist: Fit a Cubist model
cubistControl: Various parameters that control aspects of the Cubist fit.
dotplot.cubist: Visualization of Cubist Rules and Equations
exportCubistFiles: Export Cubist Information To the File System
predict.cubist: Predict method for cubist fits
summary.cubist: Summarizing Cubist Fits

Functions

QuinlanAttributes Source code
QuinlanAttributes.character Source code
QuinlanAttributes.data.frame Source code
QuinlanAttributes.factor Source code
QuinlanAttributes.matrix Source code
QuinlanAttributes.numeric Source code
QuinlanAttributes.ordered Source code
coef.cubist Source code
countRules Source code
cubist Man page Source code
cubist.default Man page Source code
cubistControl Man page Source code
dotplot.cubist Man page Source code
eqn Source code
escapes Source code
exportCubistFiles Man page Source code
formatAttributes Source code
getSplits Source code
makeDataFile Source code
makeNamesFile Source code
parser Source code
predict.cubist Man page Source code
print.cubist Source code
print.summary.cubist Source code
printCubistRules Source code
summary.cubist Man page Source code
truncateText Source code
type2 Source code
type3 Source code
varUsage Source code

Files

DESCRIPTION
NAMESPACE
R
R/QuinlanAttributes.R
R/cubist.R
R/exportCubistFiles.R
R/formatAttributes.R
R/lattice.R
R/makeDataFile.R
R/makeNamesFile.R
R/parseCubistModel.R
R/predict.cubist.R
R/varUsage.R
build
build/vignette.rds
cleanup
cleanup.win
configure
configure.ac
configure.win
inst
inst/NEWS.Rd
inst/doc
inst/doc/cubist.R
inst/doc/cubist.Rnw
inst/doc/cubist.pdf
man
man/cubist.Rd
man/cubistControl.Rd
man/dotplot.cubist.Rd
man/exportCubistFiles.Rd
man/predict.cubist.Rd
man/summary.cubist.Rd
src
src/Makevars.in
src/construct.c
src/contin.c
src/defns.h
src/discr.c
src/extern.h
src/formrules.c
src/formtree.c
src/getdata.c
src/getnames.c
src/global.c
src/hash.c
src/hash.h
src/implicitatt.c
src/instance.c
src/modelfiles.c
src/predict.c
src/prunetree.c
src/rcubist.c
src/redefine.c
src/redefine.h
src/regress.c
src/rsample.c
src/rulebasedmodels.c
src/rulebasedmodels.h
src/rules.c
src/sample.c
src/sort.c
src/stats.c
src/strbuf.c
src/strbuf.h
src/text.h
src/top.c
src/transform.h
src/trees.c
src/update.c
src/utility.c
src/xval.c
vignettes
vignettes/cubist.Rnw
Cubist documentation built on May 21, 2017, 3:51 a.m.