CalibratR: Mapping ML Scores to Calibrated Predictions

Transforms your uncalibrated Machine Learning scores to well-calibrated prediction estimates that can be interpreted as probability estimates. The implemented BBQ (Bayes Binning in Quantiles) model is taken from Naeini (2015, ISBN:0-262-51129-0).

Getting started

Package details

AuthorJohanna Schwarz
MaintainerDominik Heider <[email protected]>
LicenseLGPL-3
Version0.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CalibratR")

Try the CalibratR package in your browser

Any scripts or data that you put into this service are public.

CalibratR documentation built on Aug. 27, 2018, 5:04 p.m.