Package: SHAPBoost 1.0.3

Ömer Tarik Özyilmaz

SHAPBoost: The SHAPBoost Feature Selection Algorithm

The implementation of SHAPBoost, a boosting-based feature selection technique that ranks features iteratively based on Shapley values.

Authors:Ömer Tarik Özyilmaz [aut, cre, cph], Tamas Szili-Török [aut, cph]

SHAPBoost_1.0.3.tar.gz
SHAPBoost_1.0.3.zip(r-4.7)SHAPBoost_1.0.3.zip(r-4.6)SHAPBoost_1.0.3.zip(r-4.5)
SHAPBoost_1.0.3.tgz(r-4.6-any)SHAPBoost_1.0.3.tgz(r-4.5-any)
SHAPBoost_1.0.3.tar.gz(r-4.7-any)SHAPBoost_1.0.3.tar.gz(r-4.6-any)
SHAPBoost_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SHAPBoost/json (API)
NEWS

# Install 'SHAPBoost' in R:
install.packages('SHAPBoost', repos = c('https://o-t-o-z.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/o-t-o-z/shapboost-r/issues

On CRAN:

Conda:

3.90 score 2 stars 2 scripts 180 downloads 3 exports 153 dependencies

Last updated from:337322799d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK207
source / vignettesOK243
linux-release-x86_64OK222
macos-release-arm64OK167
macos-oldrel-arm64OK240
windows-develOK158
windows-releaseOK136
windows-oldrelOK133
wasm-releaseOK159

Exports:SHAPBoostEstimatorSHAPBoostRegressorSHAPBoostSurvival

Dependencies:abindbackportsbase64encBBmiscbootbroombslibcachemcarcarDatacaretcheckmateclasscliclockcodetoolscolorspacecolourpickercommonmarkcorrplotcowplotcpp11data.tableDerivdiagramdigestdoBydplyre1071evaluatefarverfastmapfontawesomeforeachforecastFormulafracdifffsfuturefuture.applygenericsggExtraggforceggplot2ggpubrggrepelggsciggsignifglobalsgluegowergridExtragtablehardhathighrhtmltoolshtmlwidgetshttpuvipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelavalifecyclelistenvlme4lmtestlubridatemagrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminiUIminqaModelMetricsmodelrnlmenloptrnnetnumDerivotelparallellypbkrtestpillarpkgconfigplyrpolyclippolynompROCprodlimprogressrpromisesproxypurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackrecipesreformulasreshape2rlangrmarkdownrpartrstatixS7sassscalesshapeSHAPforxgboostshinyshinyjssourcetoolsSparseMsparsevctrsSQUAREMstringistringrsurvivalsystemfontstibbletidyrtidyselecttimechangetimeDatetinytextweenrtzdburcautf8vctrsviridisLitewithrxfunxgboostxtableyamlzoo