Package: CollapseLevels 0.3.0
CollapseLevels: Collapses Levels, Computes Information Value and WoE
Contains functions to help in selecting and exploring features ( or variables ) in binary classification problems. Provides functions to compute and display information value and weight of evidence (WoE) of the variables , and to convert numeric variables to categorical variables by binning. Functions are also provided to determine which levels ( or categories ) of a categorical variable can be collapsed (or combined ) based on their response rates. The functions provided only work for binary classification problems.
Authors:
CollapseLevels_0.3.0.tar.gz
CollapseLevels_0.3.0.zip(r-4.5)CollapseLevels_0.3.0.zip(r-4.4)CollapseLevels_0.3.0.zip(r-4.3)
CollapseLevels_0.3.0.tgz(r-4.4-any)CollapseLevels_0.3.0.tgz(r-4.3-any)
CollapseLevels_0.3.0.tar.gz(r-4.5-noble)CollapseLevels_0.3.0.tar.gz(r-4.4-noble)
CollapseLevels_0.3.0.tgz(r-4.4-emscripten)CollapseLevels_0.3.0.tgz(r-4.3-emscripten)
CollapseLevels.pdf |CollapseLevels.html✨
CollapseLevels/json (API)
| # Install 'CollapseLevels' in R: |
| install.packages('CollapseLevels', repos = c('https://krishanu1181.r-universe.dev', 'https://cloud.r-project.org')) |
- German_Credit - German Credit data set
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:19bc6e5f56. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 13 2024 |
| R-4.5-win | OK | Nov 13 2024 |
| R-4.5-linux | OK | Nov 13 2024 |
| R-4.4-win | OK | Nov 13 2024 |
| R-4.4-mac | OK | Nov 13 2024 |
| R-4.3-win | OK | Nov 13 2024 |
| R-4.3-mac | OK | Nov 13 2024 |
Exports:displayIVdisplayResponseRatebyLevelsdisplayWOEIVCalcIVCalc2levelsCollapsernumericToCategorical
Dependencies:clicolorspacedplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelazyevallifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| displayIV | displayIV |
| displayResponseRatebyLevels | displayResponseRatebyLevels |
| displayWOE | displayWOE |
| German Credit data set | German_Credit |
| IVCalc | IVCalc |
| IVCalc2 | IVCalc2 |
| levelsCollapser | levelsCollapser |
| numericToCategorical | numericToCategorical |
