Plots to Evaluate the Business Performance of Predictive Models
Plots to assess the quality of predictive models from a business perspective.
Using these plots, it can be shown how implementation of the model will impact business
targets like response on a campaign or return on investment. Different scopes can be selected:
compare models, compare datasets or compare target class values and various plot customization
and highlighting options are available.
targets like response on a campaign. Different scopes can be selected: compare models, compare
datasets or compare target class values and various plot customization and highlighting options
are available.
mlr (>= 2.12.1), caret (>= 6.0), randomForest (>= 4.6.14),
nnet(>= 7.3-12), e1071, h2o, keras, knitr, rmarkdown, testthat,
xgboost, stringr, kableExtra, lattice, ranger, glmnet
Jurriaan Nagelkerke [aut, cre],
Pieter Marcus [aut]

Modelling Functions that Work with the Pipe
Functions for modelling that help you seamlessly integrate
modelling into a pipeline of data manipulation and visualisation.
magrittr, purrr (>= 0.2.2), lazyeval (>= 0.2.0), tibble,
broom, dplyr, tidyr (>= 0.6.0)

broom, magrittr, purrr (>= 0.2.2), rlang (>= 1.0.6), tibble,
tidyr (>= 0.8.0), tidyselect, vctrs
compiler, covr, ggplot2, testthat (>= 3.0.0)

broom, dplyr, magrittr, purrr (>= 0.2.2), tibble, tidyr (>=
0.8.0), rlang (>= 0.2.0)

Functions for modelling that help you seamlessly
integrate modelling into a pipeline of data manipulation and
visualisation.
broom, dplyr, magrittr, purrr (>= 0.2.2), rlang (>= 0.2.0),
tibble, tidyr (>= 0.8.0)

broom, dplyr, magrittr, purrr (>= 0.2.2), rlang (>= 0.2.0),
tibble, tidyr (>= 0.8.0), tidyselect

broom, magrittr, purrr (>= 0.2.2), rlang (>= 0.2.0), tibble,
tidyr (>= 0.8.0), tidyselect, vctrs

Create Beautiful, Customizable, Publication-Ready Summary Tables
for Statistical Models
Create beautiful, customizable, publication-ready summary tables
for statistical models. 'modelsummary' leverages the power of the 'gt' and
'broom' packages. It can produce tables in HTML, RTF, JPG, and LaTeX formats
(text/markdown/ascii tables coming soon). The 'gt' package is hosted on
'Github' by the 'RStudio' organization: <http://github.com/rstudio/gt>.
person("Vincent", "Arel-Bundock",
email = "vincent.arel-bundock@umontreal.ca",
role = c("aut", "cre"))
testthat, sandwich, lmtest, knitr, MASS, mice, gt