probably: Tools for Post-Processing Class Probability Estimates

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.

Package details

AuthorMax Kuhn [aut, cre], Davis Vaughan [aut], Edgar Ruiz [aut], Posit Software, PBC [cph, fnd]
MaintainerMax Kuhn <max@posit.co>
LicenseMIT + file LICENSE
Version1.0.2
URL https://github.com/tidymodels/probably/ https://probably.tidymodels.org
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("probably")

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probably documentation built on July 10, 2023, 2:03 a.m.