CRAN/E | probably

probably

Tools for Post-Processing Predicted Values

Installation

About

Models can be improved by post-processing class probabilities, by: recalibration, conversion to hard probabilities, assessment of equivocal zones, and other activities. 'probably' contains tools for conducting these operations as well as calibration tools and conformal inference techniques for regression models.

github.com/tidymodels/probably
probably.tidymodels.org
Bug report File report

Key Metrics

Version 1.0.3
R ≥ 3.6
Published 2024-02-23 68 days ago
Needs compilation? no
License MIT
License File
CRAN checks probably results

Downloads

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Maintainer

Maintainer

Max Kuhn

max@posit.co

Authors

Max Kuhn

aut / cre

Davis Vaughan

aut

Edgar Ruiz

aut

Posit Software
PBC

cph / fnd

Material

README
NEWS
Reference manual
Package source

Vignettes

Equivocal zones
Where does probably fit in?

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

probably archive

Depends

R ≥ 3.6

Imports

butcher
cli
dplyr ≥ 1.1.0
furrr
generics ≥ 0.1.3
ggplot2
hardhat
pillar
purrr
rlang ≥ 1.0.4
tidyr ≥1.3.0
tidyselect ≥ 1.1.2
tune ≥ 1.1.2
vctrs ≥0.4.1
withr
workflows ≥ 1.1.4
yardstick ≥ 1.3.0

Suggests

betacal
covr
knitr
MASS
mgcv
modeldata ≥ 1.1.0
nnet
parsnip ≥ 1.2.0
quantregForest
randomForest
recipes
rmarkdown
rsample
testthat ≥ 3.0.0

Reverse Suggests

yardstick