Cubist: Rule- and Instance-Based Regression Modeling

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Regression modeling using rules with added instance-based corrections

Author
Max Kuhn, Steve Weston, Chris Keefer, Nathan Coulter. C code for Cubist by Ross Quinlan
Date of publication
2014-06-07 08:13:15
Maintainer
Max Kuhn <mxkuhn@gmail.com>
License
GPL-3
Version
0.0.18

View on CRAN

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

Files in this package

Cubist
Cubist/inst
Cubist/inst/NEWS.Rd
Cubist/inst/doc
Cubist/inst/doc/cubist.R
Cubist/inst/doc/cubist.pdf
Cubist/inst/doc/cubist.Rnw
Cubist/configure.ac
Cubist/src
Cubist/src/rsample.c
Cubist/src/defns.h
Cubist/src/rulebasedmodels.c
Cubist/src/rules.c
Cubist/src/getdata.c
Cubist/src/text.h
Cubist/src/strbuf.c
Cubist/src/instance.c
Cubist/src/predict.c
Cubist/src/redefine.c
Cubist/src/xval.c
Cubist/src/contin.c
Cubist/src/rcubist.c
Cubist/src/stats.c
Cubist/src/hash.h
Cubist/src/modelfiles.c
Cubist/src/implicitatt.c
Cubist/src/sort.c
Cubist/src/global.c
Cubist/src/hash.c
Cubist/src/top.c
Cubist/src/getnames.c
Cubist/src/construct.c
Cubist/src/prunetree.c
Cubist/src/redefine.h
Cubist/src/extern.h
Cubist/src/discr.c
Cubist/src/regress.c
Cubist/src/Makevars.in
Cubist/src/update.c
Cubist/src/strbuf.h
Cubist/src/formrules.c
Cubist/src/sample.c
Cubist/src/rulebasedmodels.h
Cubist/src/transform.h
Cubist/src/utility.c
Cubist/src/trees.c
Cubist/src/formtree.c
Cubist/NAMESPACE
Cubist/R
Cubist/R/cubist.R
Cubist/R/QuinlanAttributes.R
Cubist/R/varUsage.R
Cubist/R/parseCubistModel.R
Cubist/R/makeNamesFile.R
Cubist/R/lattice.R
Cubist/R/makeDataFile.R
Cubist/R/exportCubistFiles.R
Cubist/R/formatAttributes.R
Cubist/R/predict.cubist.R
Cubist/vignettes
Cubist/vignettes/cubist.Rnw
Cubist/MD5
Cubist/build
Cubist/build/vignette.rds
Cubist/DESCRIPTION
Cubist/configure
Cubist/man
Cubist/man/cubistControl.Rd
Cubist/man/cubist.Rd
Cubist/man/dotplot.cubist.Rd
Cubist/man/summary.cubist.Rd
Cubist/man/predict.cubist.Rd
Cubist/man/exportCubistFiles.Rd
Cubist/configure.win
Cubist/cleanup
Cubist/cleanup.win