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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 |
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Author | Max Kuhn [aut, cre], Davis Vaughan [aut], Edgar Ruiz [aut], Posit Software, PBC [cph, fnd] |
Maintainer | Max Kuhn <max@posit.co> |
License | MIT + file LICENSE |
Version | 1.0.3 |
URL | https://github.com/tidymodels/probably https://probably.tidymodels.org |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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