Package: alookr 0.3.9

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_0.3.9.tar.gz
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alookr.pdf |alookr.html
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 site:https://choonghyunryu.github.io

On CRAN:

Conda:

5.38 score 12 stars 9 scripts 388 downloads 17 exports 168 dependencies

Last updated 1 years agofrom:9fb97b2107. Checks:5 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 20 2025
R-4.5-winNOTEFeb 20 2025
R-4.5-macNOTEFeb 20 2025
R-4.5-linuxNOTEFeb 20 2025
R-4.4-winOKFeb 20 2025
R-4.4-macOKFeb 20 2025
R-4.3-winOKFeb 20 2025
R-4.3-macOKFeb 20 2025

Exports:cleansecompare_diagcompare_performancecompare_plotcompare_target_categorycompare_target_numericextract_setmatthewsperformance_metricplot_cutoffplot_performancerun_modelsrun_performancerun_predictsampling_targetsplit_bytreatment_corr

Dependencies:AsioHeadersaskpassbackportsbase64encbitbit64bitopsbookdownbootbroombslibcachemcaToolsclicliprcodetoolscoincolorspacecommonmarkcpp11crayoncrosstalkcurldata.tabledigestdlookrdplyrevaluateextrafontextrafontdbfansifarverfastmapfontawesomefontBitstreamVerafontLiberationfontquiverforcatsforeachfsfuturegdtoolsgenericsggmosaicggplot2ggrepelglmnetglobalsgluegplotsgridExtragtablegtoolshavenhighrhmshrbrthemeshtmltoolshtmlwidgetshttpuvhttrisobanditeratorsjomojquerylibjsonlitekableExtraKernSmoothknitrlabelinglaterlatticelazyevallibcoinlifecyclelistenvlme4magrittrMASSMatrixmatrixStatsmemoisemgcvmicemimeminqamitmlMLmetricsmodeltoolsmultcompmunsellmvtnormnlmenloptrnnetnumDerivopensslordinalpagedownpanparallellypartypillarpkgconfigplotlyplyrprettyunitsprocessxproductplotsprogresspromisespspurrrR6randomForestrangerrappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreactablereactRreadrreformulasrlangrmarkdownROCRrpartrstudioapiRttf2pt1sandwichsassscalesservrshapeshinyshowtextshowtextdbsourcetoolsstringistringrstrucchangesurvivalsvglitesyssysfontssystemfontsTH.datatibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisLitevroomwebsocketwithrxfunxgboostxml2xtableyamlzoo

Classification Modeling

Rendered frommodeling.Rmdusingknitr::rmarkdownon Feb 20 2025.

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

Cleansing the data set

Rendered fromcleansing.Rmdusingknitr::rmarkdownon Feb 20 2025.

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

Introduce alookr

Rendered fromintroduce.Rmdusingknitr::rmarkdownon Feb 20 2025.

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

Splitting the data set

Rendered fromsplit.Rmdusingknitr::rmarkdownon Feb 20 2025.

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