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-4.4-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'))

Peer review:

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

On CRAN:

explanabilityregressionsensitivity-analysis

5.18 score 5 stars 2 scripts 220 downloads 2 exports 66 dependencies

Last updated 3 months agofrom:97ab07552f. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winOKNov 01 2024
R-4.5-linuxOKNov 01 2024
R-4.4-winOKNov 02 2024
R-4.4-macOKNov 01 2024
R-4.3-winOKNov 01 2024
R-4.3-macOKNov 01 2024

Exports:importancetornado

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacedata.tabledigestevaluatefansifarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigR6rappdirsRColorBrewerrlangrmarkdownrpartrstudioapisassscalesstringistringrsurvivaltibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml

Tornado and Importance Plots

Rendered fromtornadoVignette.Rmdusingknitr::rmarkdownon Nov 01 2024.

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