Package: alookr 0.5.0

alookr: Model Classifier for Binary Classification

A collection of tools that support data splitting, predictive modeling, and model evaluation. A typical function is to split a dataset into a training dataset and a test dataset. Then compare the data distribution of the two datasets. Another feature is to support the development of predictive models and to compare the performance of several predictive models, helping to select the best model.

Authors:Choonghyun Ryu [aut, cre]

alookr_0.5.0.tar.gz
alookr_0.5.0.zip(r-4.7)alookr_0.5.0.zip(r-4.6)alookr_0.5.0.zip(r-4.5)
alookr_0.5.0.tgz(r-4.6-any)alookr_0.5.0.tgz(r-4.5-any)
alookr_0.5.0.tar.gz(r-4.6-any)
alookr_0.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
alookr/json (API)
NEWS

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

Bug tracker:https://github.com/choonghyunryu/alookr/issues

Pkgdown/docs site:https://choonghyunryu.github.io

On CRAN:

Conda:

5.90 score 12 stars 11 scripts 638 downloads 17 exports 147 dependencies

Last updated from:522b46729f. Checks:2 FAIL, 2 OK, 5 NOTE. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64FAIL3744
source / vignettesOK227
linux-release-x86_64FAIL3763
macos-release-arm64NOTE142
macos-oldrel-arm64NOTE104
windows-develNOTE174
windows-releaseNOTE204
windows-oldrelNOTE144
wasm-releaseOK156

Exports:cleansecompare_diagcompare_performancecompare_plotcompare_target_categorycompare_target_numericextract_setmatthewsperformance_metricplot_cutoffplot_performancerun_modelsrun_performancerun_predictsampling_targetsplit_bytreatment_corr

Dependencies:AsioHeadersbackportsbase64encbitbit64bitopsbookdownbootbroombslibcachemcaToolsclicliprcodetoolscoincommonmarkcpp11crayondata.tabledigestdlookrdplyrevaluatefarverfastmapfontawesomeforcatsforeachfsfuturegenericsggplot2glmnetglobalsgluegplotsgridExtragtablegtoolshavenhighrhmshtmltoolshtmlwidgetshttpuvisobanditeratorsjomojquerylibjsonlitekableExtraKernSmoothknitrlabelinglaterlatticelibcoinlifecyclelistenvlme4magrittrMASSMatrixmatrixStatsmemoisemicemimeminqamitmlMLmetricsmodeltoolsmultcompmvtnormnlmenloptrnnetnumDerivordinalotelpagedownpanparallellypartypillarpkgconfigprettyunitsprocessxprogresspromisespspurrrR6randomForestrangerrappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreactablereactRreadrreformulasrlangrmarkdownROCRrpartrstudioapiS7sandwichsassscalesservrshapeshinyshowtextshowtextdbsourcetoolsstringistringrstrucchangesurvivalsvglitesysfontssystemfontstextshapingTH.datatibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisLitevroomwebsocketwithrxfunxgboostxml2xtableyamlzoo

Classification Modeling

Choonghyun Ryu

Rendered frommodeling.Rmdusingknitr::rmarkdownon May 10 2026.

Last update: 2024-02-25
Started: 2019-12-22

Cleansing the data set

Choonghyun Ryu

Rendered fromcleansing.Rmdusingknitr::rmarkdownon May 10 2026.

Last update: 2024-02-25
Started: 2019-12-22

Introduce alookr

Choonghyun Ryu

Rendered fromintroduce.Rmdusingknitr::rmarkdownon May 10 2026.

Last update: 2024-02-25
Started: 2021-11-30

Splitting the data set

Choonghyun Ryu

Rendered fromsplit.Rmdusingknitr::rmarkdownon May 10 2026.

Last update: 2024-02-25
Started: 2019-12-22