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:
tidyrules_0.2.7.tar.gz
tidyrules_0.2.7.zip(r-4.5)tidyrules_0.2.7.zip(r-4.4)tidyrules_0.2.7.zip(r-4.3)
tidyrules_0.2.7.tgz(r-4.4-any)tidyrules_0.2.7.tgz(r-4.3-any)
tidyrules_0.2.7.tar.gz(r-4.5-noble)tidyrules_0.2.7.tar.gz(r-4.4-noble)
tidyrules_0.2.7.tgz(r-4.4-emscripten)tidyrules_0.2.7.tgz(r-4.3-emscripten)
tidyrules.pdf |tidyrules.html✨
tidyrules/json (API)
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
Last updated 5 months agofrom:c6050c2135. Checks:OK: 6 ERROR: 1. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 27 2024 |
R-4.5-win | ERROR | Oct 27 2024 |
R-4.5-linux | OK | Oct 27 2024 |
R-4.4-win | OK | Oct 27 2024 |
R-4.4-mac | OK | Oct 27 2024 |
R-4.3-win | OK | Oct 27 2024 |
R-4.3-mac | OK | Oct 27 2024 |
Exports:as_rulelistas_rulesetaugmentcalculateconvert_rule_flavorprunereorderset_keysset_validation_datatidyto_sql_case
Dependencies:askpassbackportsbootcellrangercheckmateclassclicolorspacecpp11crayoncurldata.tableDescToolse1071ExactexpmfansifarverFormulagenericsgldgluegtablehmshttrinumjsonlitelabelinglatticelibcoinlifecyclelmommagrittrMASSMatrixMetricsWeightedmimemunsellmvtnormopensslpartykitpheatmappillarpkgconfigprettyunitsprogressproxypurrrR6RColorBrewerRcppreadxlrematchrlangrootSolverpartrstudioapiscalesstringistringrsurvivalsystibbletidyselecttidytableutf8vctrsviridisLitewithr