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
alookr_0.3.9.zip(r-4.5)alookr_0.3.9.zip(r-4.4)alookr_0.3.9.zip(r-4.3)
alookr_0.3.9.tgz(r-4.4-any)alookr_0.3.9.tgz(r-4.3-any)
alookr_0.3.9.tar.gz(r-4.5-noble)alookr_0.3.9.tar.gz(r-4.4-noble)
alookr_0.3.9.tgz(r-4.4-emscripten)alookr_0.3.9.tgz(r-4.3-emscripten)
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'))

Peer review:

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

On CRAN:

5.68 score 12 stars 9 scripts 314 downloads 17 exports 165 dependencies

Last updated 9 months agofrom:9fb97b2107. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 23 2024
R-4.5-winNOTEOct 23 2024
R-4.5-linuxNOTEOct 23 2024
R-4.4-winOKOct 23 2024
R-4.4-macOKOct 23 2024
R-4.3-winOKOct 23 2024
R-4.3-macOKOct 23 2024

Exports:cleansecompare_diagcompare_performancecompare_plotcompare_target_categorycompare_target_numericextract_setmatthewsperformance_metricplot_cutoffplot_performancerun_modelsrun_performancerun_predictsampling_targetsplit_bytreatment_corr

Dependencies:AsioHeadersaskpassbackportsbase64encbitbit64bitopsbookdownbootbroombslibcachemcaToolsclicliprcodetoolscoincolorspacecommonmarkcpp11crayoncrosstalkcurldata.tabledigestdlookrdplyrevaluateextrafontextrafontdbfansifarverfastmapfontawesomefontBitstreamVerafontLiberationfontquiverforcatsforeachfsfuturegdtoolsgenericsggmosaicggplot2ggrepelglmnetglobalsgluegplotsgridExtragtablegtoolshavenhighrhmshrbrthemeshtmltoolshtmlwidgetshttpuvhttrisobanditeratorsjomojquerylibjsonlitekableExtraKernSmoothknitrlabelinglaterlatticelazyevallibcoinlifecyclelistenvlme4magrittrMASSMatrixmatrixStatsmemoisemgcvmicemimeminqamitmlMLmetricsmodeltoolsmultcompmunsellmvtnormnlmenloptrnnetnumDerivopensslordinalpagedownpanparallellypartypillarpkgconfigplotlyplyrprettyunitsprocessxproductplotsprogresspromisespspurrrR6randomForestrangerrappdirsRColorBrewerRcppRcppEigenreactablereactRreadrrlangrmarkdownROCRrpartrstudioapiRttf2pt1sandwichsassscalesservrshapeshinyshowtextshowtextdbsourcetoolsstringistringrstrucchangesurvivalsvglitesyssysfontssystemfontsTH.datatibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisLitevroomwebsocketwithrxfunxgboostxml2xtableyamlzoo

Classification Modeling

Rendered frommodeling.Rmdusingknitr::rmarkdownon Oct 23 2024.

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

Cleansing the data set

Rendered fromcleansing.Rmdusingknitr::rmarkdownon Oct 23 2024.

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

Introduce alookr

Rendered fromintroduce.Rmdusingknitr::rmarkdownon Oct 23 2024.

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

Splitting the data set

Rendered fromsplit.Rmdusingknitr::rmarkdownon Oct 23 2024.

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