Package: tornado 0.2.0

tornado: Plots for Model Sensitivity and Variable Importance

Draws tornado plots for model sensitivity to univariate changes. Implements methods for many modeling methods including linear models, generalized linear models, survival regression models, and arbitrary machine learning models in the caret package. Also draws variable importance plots.

Authors:Rob Carnell [aut, cre]

tornado_0.2.0.tar.gz
tornado_0.2.0.zip(r-4.5)tornado_0.2.0.zip(r-4.4)tornado_0.2.0.zip(r-4.3)
tornado_0.2.0.tgz(r-4.5-any)tornado_0.2.0.tgz(r-4.4-any)tornado_0.2.0.tgz(r-4.3-any)
tornado_0.2.0.tar.gz(r-4.5-noble)tornado_0.2.0.tar.gz(r-4.4-noble)
tornado_0.2.0.tgz(r-4.4-emscripten)tornado_0.2.0.tgz(r-4.3-emscripten)
tornado.pdf |tornado.html
tornado/json (API)
NEWS

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

Bug tracker:https://github.com/bertcarnell/tornado/issues

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

On CRAN:

Conda:

explanabilityregressionsensitivity-analysis

4.85 score 7 stars 4 scripts 215 downloads 2 exports 66 dependencies

Last updated 8 months agofrom:97ab07552f. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 31 2025
R-4.5-winOKMar 31 2025
R-4.5-macOKMar 31 2025
R-4.5-linuxOKMar 31 2025
R-4.4-winOKMar 31 2025
R-4.4-macOKMar 31 2025
R-4.4-linuxOKMar 31 2025
R-4.3-winOKMar 31 2025
R-4.3-macOKMar 31 2025

Exports:importancetornado

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacedata.tabledigestevaluatefansifarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigR6rappdirsRColorBrewerrlangrmarkdownrpartrstudioapisassscalesstringistringrsurvivaltibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml

Tornado and Importance Plots

Rendered fromtornadoVignette.Rmdusingknitr::rmarkdownon Mar 31 2025.

Last update: 2024-01-27
Started: 2021-12-31