Package: sense 1.1.0

sense: Automatic Stacked Ensemble for Regression Tasks

Stacked ensemble for regression tasks based on 'mlr3' framework with a pipeline for preprocessing numeric and factor features and hyper-parameter tuning using grid or random search.

Authors:Giancarlo Vercellino

sense_1.1.0.tar.gz
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sense.pdf |sense.html
sense/json (API)
NEWS

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

Pkgdown site:https://mlr3.mlr-org.com

Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.78 score 196 downloads 6 mentions 1 exports 96 dependencies

Last updated 10 months agofrom:97172b0b8f. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-winOKMar 24 2025
R-4.5-macOKMar 24 2025
R-4.5-linuxOKMar 24 2025
R-4.4-winOKMar 24 2025
R-4.4-macOKMar 24 2025
R-4.4-linuxOKMar 24 2025
R-4.3-winOKMar 24 2025
R-4.3-macOKMar 24 2025

Exports:sense

Dependencies:backportsbase64encbbotkbitbit64bslibcachemcheckmateclicliprcodetoolscolorspacecpp11crayondata.tabledigestevaluatefansifarverfastmapfontawesomeforcatsfsfuturefuture.applygenericsggplot2globalsgluegridExtragtablehighrhmshtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelgrlifecyclelistenvlubridatemagrittrMASSMatrixmemoiseMetricsmgcvmimemlbenchmlr3mlr3filtersmlr3learnersmlr3measuresmlr3miscmlr3pipelinesmlr3tuningmlr3vizmunsellnlmepalmerpenguinsparadoxparallellypillarpkgconfigprettyunitsprogressPRROCpurrrR6rappdirsRColorBrewerreadrrlangrmarkdownsassscalestibbletictoctidyselecttimechangetinytextzdbutf8uuidvctrsviridisviridisLitevisNetworkvroomwithrxfunyaml

Readme and manuals

Help Manual

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sensesense-package sense