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.


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install.packages("tornado")

0.1.1 by Rob Carnell, 18 days ago


https://github.com/bertcarnell/tornado


Report a bug at https://github.com/bertcarnell/tornado/issues


Browse source code at https://github.com/cran/tornado


Authors: Rob Carnell [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports survival, assertthat, ggplot2, scales, grid, gridExtra

Suggests testthat, covr, caret, glmnet, randomForest, knitr, rmarkdown


See at CRAN