Package: tradeoffaucdim 0.2.0

tradeoffaucdim: Plotting Trade-Off AUC-Dimensionality

Perform and Runtime statistical comparisons between models. This package aims at choosing the best model for a particular dataset, regarding its discriminant power and runtime.

Authors:Garcez Luis [aut, cre]

tradeoffaucdim_0.2.0.tar.gz
tradeoffaucdim_0.2.0.zip(r-4.7)tradeoffaucdim_0.2.0.zip(r-4.6)tradeoffaucdim_0.2.0.zip(r-4.5)
tradeoffaucdim_0.2.0.tgz(r-4.6-any)tradeoffaucdim_0.2.0.tgz(r-4.5-any)
tradeoffaucdim_0.2.0.tar.gz(r-4.7-any)tradeoffaucdim_0.2.0.tar.gz(r-4.6-any)
tradeoffaucdim_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
tradeoffaucdim/json (API)

# Install 'tradeoffaucdim' in R:
install.packages('tradeoffaucdim', repos = c('https://luisgarcez11.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/luisgarcez11/tradeoffaucdim/issues

Datasets:
  • bananaquality - Banana Quality
  • bananaquality_sample - Banana Quality Subset
  • obj1 - Example Object returned from 'bootstrap_data'
  • obj2 - Example Object returned from 'define_indepvars_outcome'
  • obj3 - Example Object returned from 'apply_model'
  • obj4 - Example Object returned from 'summary_statistics'
  • obj5 - Example Object returned from 'plot_curve'
  • obj6 - Example Object returned from 'compare_test'

On CRAN:

Conda:

2.00 score 1 scripts 175 downloads 8 exports 131 dependencies

Last updated from:45f79af2d1. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE283
source / vignettesOK211
linux-release-x86_64NOTE225
macos-release-arm64NOTE188
macos-oldrel-arm64NOTE207
windows-develNOTE174
windows-releaseNOTE148
windows-oldrelNOTE150
wasm-releaseOK165

Exports:%>%apply_modelbootstrap_datacompare_testdefine_indepvarsplot_curvesummary_statswrapper_aucdim

Dependencies:abindbackportsbayestestRbiglmbitopsbootbroomcarcarDatacaretcaToolsclasscliclockcodetoolscolorspacecowplotcpp11cvAUCdata.tabledatawizardDBIDerivdiagramdigestdoBydplyre1071effectsizeezfarverfastDummiesforeachforecastFormulafracdifffurrrfuturefuture.applyfuzzySimgamgenericsggplot2globalsgluegowergplotsgtablegtoolshardhatinsightipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlme4lmtestlubridatemagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqaModelMetricsmodelrmodEvAnlmenloptrnnetnnlsnumDerivparallellyparameterspbkrtestperformancepillarpkgconfigplyrpROCprodlimprogressrproxypurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackrecipesreformulasreshape2rlangROCRrpartrsampleS7scalesshapesliderSparseMsparsevctrsspeedglmSQUAREMstringistringrSuperLearnersurvivalterratibbletidyrtidyselecttimechangetimeDatetzdburcautf8vctrsviridisLitewarpwithrzoo