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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 |
| Reference manual: | predReliability.pdf |
| 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 |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.