partDSA: Partitioning Using Deletion, Substitution, and Addition Moves
Version 0.9.14

A novel tool for generating a piecewise constant estimation list of increasingly complex predictors based on an intensive and comprehensive search over the entire covariate space.

Browse man pages Browse package API and functions Browse package files

AuthorAnnette Molinaro <annette.molinaro@ucsf.edu>, Adam Olshen <olshena@biostat.ucsf.edu>, Karen Lostritto <karen.lostritto@yale.edu>, Gregory Ryslik <gregory.ryslik@yale.edu>, Steve Weston <stephen.weston@yale.com>
Date of publication2017-01-05 10:39:59
MaintainerAnnette Molinaro <annette.molinaro@ucsf.edu>
LicenseGPL-2
Version0.9.14
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("partDSA")

Man pages

dumpDSA: dumpDSA
loglevel: Set Logging Level
partDSA: partDSA
predict.partDSA: predict.dsa
print.partDSA: Print a partDSA Object
showDSA: showDSA
trim: trim

Functions

ConvertFactorsToNumeric Source code
DSA.control Man page Source code
Mapper Source code
MatrixAdder Source code
MatrixCounter Source code
MatrixMode Source code
add.bas.fx Source code
addon Source code
assess.risk.on.add Source code
assign.obs.own.OR.stmt Source code
assign.obs.to.bf Source code
assign.surv.wts Source code
best.bfs.to.combine Source code
bfs.to.combine Source code
bincartsplit Source code
calculate.brier.risk Source code
cartsplit Source code
categorical.error Source code
categorical.predictions Source code
categorical.risk Source code
central.split Source code
check.del Source code
check.for.contiguous.OR.statments Source code
check.for.repeated.OR.statments Source code
computeVariableImportance Source code
create.confusion.matrix Source code
cv.boosting Source code
dbug Source code
dumpDSA Man page Source code
error Source code
func1 Source code
genImageData Source code
get.bfs Source code
get.coefs Source code
get.corresponding.list Source code
get.corresponding.sub.list Source code
get.votes Source code
gini.impurity Source code
impute.test Source code
info Source code
is.wholenumber Source code
loglevel Man page Source code
newLIST Source code
num.x Source code
numerical.predicted.value.and.error Source code
numerical.predictions Source code
parameter.list Source code
partDSA Man page Source code
predict.LeafyDSA Source code
predict.dsa Man page Source code
print.LeafyDSA Source code
print.LeafyPredictions Source code
print.dsa Man page Source code
print.partDSA Man page Source code
printBasisFunctions Source code
printCoefficients Source code
qcmd Source code
risk.fx Source code
rss.dsa Source code
rss.risk Source code
run.boosting Source code
showDSA Man page Source code
showDSA.character Man page Source code
showDSA.dsa Man page Source code
split.fx Source code
str2int Source code
subst Source code
survival.overall.risk Source code
survival.risk Source code
survival.split Source code
trim Man page Source code
trim.dsa Man page Source code
trim.partDSA Man page Source code
update.missing Source code
verbose Source code
warn Source code
worker Source code
worker.init Source code
worker.leafy Source code

Files

inst
inst/examples
inst/examples/bostonhousing.R
inst/examples/testOutput.R
inst/CITATION
inst/java
inst/java/dsa-0.3-4.jar
inst/doc
inst/doc/survival.Rnw
inst/doc/partDSAvig.R
inst/doc/partDSAvig.pdf
inst/doc/survival.R
inst/doc/partDSAvig.Rnw
inst/doc/survival.pdf
NAMESPACE
R
R/algAlone2.R
R/main-Leafy.R
R/delete.R
R/code.2.R
R/addon.R
R/newfunctions-Leafy.R
R/control.R
R/showDSA.R
R/algAlone2-Leafy.R
R/logging.R
R/cv_boosting.R
R/newfunctions.R
R/code.2-Survival.R
R/run_boosting.R
R/newfunctions-Survival.R
R/subst.R
R/main.R
vignettes
vignettes/TreepartDSA2.png
vignettes/refs.bib
vignettes/Tree2DiffOut.png
vignettes/GBSG1.png
vignettes/survival.Rnw
vignettes/TreepartDSA.png
vignettes/part12.png
vignettes/part22.png
vignettes/partDSAvig.Rnw
vignettes/Tree3DiffOut.png
MD5
java
java/src
java/src/dsa
java/src/dsa/NodeTreeModel.java
java/src/dsa/NodeTreeComponent.java
java/src/dsa/NodeInfoComponent.java
java/src/dsa/Hex.java
java/src/dsa/SimpleTree.java
java/src/dsa/Node.java
java/src/dsa/NodeInfoModel.java
java/build.xml
java/test
java/test/test2.xml
java/test/test3.xml
java/test/boston.xml
java/test/test1.xml
java/logging.properties
java/tree.py
build
build/vignette.rds
DESCRIPTION
man
man/dumpDSA.Rd
man/partDSA.Rd
man/trim.Rd
man/predict.partDSA.Rd
man/print.partDSA.Rd
man/showDSA.Rd
man/loglevel.Rd
partDSA documentation built on May 19, 2017, 3:31 p.m.