Package: ModTools 0.9.15

ModTools: Building Regression and Classification Models

Consistent user interface to the most common regression and classification algorithms, such as random forest, neural networks, C5 trees and support vector machines, complemented with a handful of auxiliary functions, such as variable importance and a tuning function for the parameters.

Authors:Andri Signorell [aut, cre], Bernhard Compton [ctb], Marcel Dettling [ctb], Alexandre Hainard [ctb], Max Kuhn [ctb], Frédérique Lisacek [ctb], Michal Majka [ctb], Markus Müller [ctb], Dan Putler [ctb], Jean-Charles Sanchez [ctb], Natalia Tiberti [ctb], Natacha Turck [ctb], Jarek Tuszynski [ctb], Robin Xavier [ctb], Achim Zeileis [ctb]

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ModTools.pdf |ModTools.html✨
ModTools/json (API)
NEWS

# Install 'ModTools' in R:
install.packages('ModTools', repos = c('https://andrisignorell.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/andrisignorell/modtools/issues

Pkgdown site:https://andrisignorell.github.io

Datasets:
  • d.glass - Measurements of Forensic Glass Fragments
  • d.pima - Diabetes survey on Pima Indians
  • d.pima2 - Diabetes survey on Pima Indians

On CRAN:

4.30 score 2 stars 3 scripts 817 downloads 2 mentions 21 exports 123 dependencies

Last updated 1 months agofrom:5a29e79544. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 13 2025
R-4.5-winOKFeb 13 2025
R-4.5-macOKFeb 13 2025
R-4.5-linuxOKFeb 13 2025
R-4.4-winOKFeb 13 2025
R-4.4-macOKFeb 13 2025
R-4.3-winOKFeb 13 2025
R-4.3-macOKFeb 13 2025

Exports:BestCutBreuschPaganTestCoeffDiffCICPFitModLeafRatesLogitBoostNodeOverSamplePlotLiftPredictCIRefLevelResponseRobSummaryROCRulesSplitTrainTestTModCTuneUnderSampleVarImp

Dependencies:abindAERaskpassbackportsbitbit64bootbroomC50carcarDatacellrangerclassclicliprcolorspacecorpcorcowplotcpp11crayonCubistcurldata.tableDBIDEoptimRDerivDescToolsdoBydplyre1071ExactexpmfansifarverforcatsFormulagenericsggplot2gldgluegtablehavenhmshttrinumisobandjsonlitelabelinglatticelibcoinlifecyclelme4lmomlmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkmimeminqamitoolsmodelrmunsellmvtnormnaivebayesNeuralNetToolsnlmenloptrnnetnumDerivopensslpartykitpbkrtestpillarpkgconfigplyrprettyunitspROCprogressproxypsclpurrrquantregR6randomForestrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreadxlreformulasrelaimporematchreshape2rlangrobustbaserootSolverpartrpart.plotrstudioapisandwichscalesSparseMstringistringrsurveysurvivalsystibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithrzoo