predReliability: Estimates Reliability of Individual Supervised Learning Predictions

An implementation of reliability estimation methods described in the paper (Bosnic, Z., & Kononenko, I. (2008) <doi:10.1007/s10489-007-0084-9>), which allows you to test the reliability of a single predicted instance made by your model and prediction function. It also allows you to make a correlation test to estimate which reliability estimate is the most accurate for your model.

Version:	0.1.0
Depends:	R (≥ 3.3.2)
Imports:	parallel, cluster, rpart
Published:	2020-07-07
DOI:	10.32614/CRAN.package.predReliability
Author:	Simon Cof [aut, cre]
Maintainer:	Simon Cof <simon.cof at windowslive.com>
License:	GPL-3
NeedsCompilation:	no
CRAN checks:	predReliability results

Documentation:

Reference manual:

predReliability.pdf

Downloads:

Package source:	predReliability_0.1.0.tar.gz
Windows binaries:	r-devel: predReliability_0.1.0.zip, r-release: predReliability_0.1.0.zip, r-oldrel: predReliability_0.1.0.zip
macOS binaries:	r-release (arm64): predReliability_0.1.0.tgz, r-oldrel (arm64): predReliability_0.1.0.tgz, r-release (x86_64): predReliability_0.1.0.tgz, r-oldrel (x86_64): predReliability_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=predReliability to link to this page.