probably contains tools to facilitate activities such as:
Conversion of probabilities to discrete class predictions.
Investigating and estimating optimal probability thresholds.
Inclusion of equivocal zones where the probabilities are too uncertain to report a prediction.
You can install probably from CRAN with:
You can install the development version of probably from GitHub with:
Good places to look for examples of using probably are the vignettes.
vignette("equivocal-zones", "probably")discusses the new
class_predclass that probably provides for working with equivocal zones.
vignette("where-to-use", "probably")discusses how probably fits in with the rest of the tidymodels ecosystem, and provides an example of optimizing class probability thresholds.