Package: tidyrules 0.2.7

tidyrules: Utilities to Retrieve Rulelists from Model Fits, Filter, Prune, Reorder and Predict on Unseen Data

Provides a framework to work with decision rules. Rules can be extracted from supported models, augmented with (custom) metrics using validation data, manipulated using standard dataframe operations, reordered and pruned based on a metric, predict on unseen (test) data. Utilities include; Creating a rulelist manually, Exporting a rulelist as a SQL case statement and so on. The package offers two classes; rulelist and ruleset based on dataframe.

Authors:Srikanth Komala Sheshachala [aut, cre], Amith Kumar Ullur Raghavendra [aut]

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tidyrules.pdf |tidyrules.html
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NEWS

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

Bug tracker:https://github.com/talegari/tidyrules/issues

Pkgdown site:https://talegari.github.io

On CRAN:

4.75 score 11 stars 17 scripts 261 downloads 11 exports 77 dependencies

Last updated 16 days agofrom:6201d86e9c. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 04 2025
R-4.5-winOKFeb 04 2025
R-4.5-macOKFeb 04 2025
R-4.5-linuxOKFeb 04 2025
R-4.4-winOKFeb 04 2025
R-4.4-macOKFeb 04 2025
R-4.3-winOKFeb 04 2025
R-4.3-macOKFeb 04 2025

Exports:as_rulelistas_rulesetaugmentcalculateconvert_rule_flavorprunereorderset_keysset_validation_datatidyto_sql_case

Dependencies:askpassbackportsbitbit64bootcellrangercheckmateclassclicliprcolorspacecpp11crayoncurldata.tableDescToolse1071ExactexpmfansifarverforcatsFormulagenericsgldgluegtablehavenhmshttrinumjsonlitelabelinglatticelibcoinlifecyclelmommagrittrMASSMatrixMetricsWeightedmimemunsellmvtnormopensslpartykitpheatmappillarpkgconfigprettyunitsprogressproxypurrrR6RColorBrewerRcppreadrreadxlrematchrlangrootSolverpartrstudioapiscalesstringistringrsurvivalsystibbletidyselecttidytabletzdbutf8vctrsviridisLitevroomwithr