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conformalClassification: Transductive and Inductive Conformal Predictions for Classification Problems

Implementation of transductive conformal prediction (see Vovk, 2013, <doi:10.1007/978-3-642-41142-7_36>) and inductive conformal prediction (see Balasubramanian et al., 2014, ISBN:9780124017153) for classification problems.

Version: 1.0.0
Depends: graphics, stats, randomForest, parallel, foreach, doParallel, mlbench
Published: 2017-12-22
DOI: 10.32614/CRAN.package.conformalClassification
Author: Niharika Gauraha and Ola Spjuth
Maintainer: Niharika Gauraha <niharika.gauraha at farmbio.uu.se>
License: GPL-3
NeedsCompilation: no
CRAN checks: conformalClassification results

Documentation:

Reference manual: conformalClassification.pdf

Downloads:

Package source: conformalClassification_1.0.0.tar.gz
Windows binaries: r-devel: conformalClassification_1.0.0.zip, r-release: conformalClassification_1.0.0.zip, r-oldrel: conformalClassification_1.0.0.zip
macOS binaries: r-release (arm64): conformalClassification_1.0.0.tgz, r-oldrel (arm64): conformalClassification_1.0.0.tgz, r-release (x86_64): conformalClassification_1.0.0.tgz, r-oldrel (x86_64): conformalClassification_1.0.0.tgz

Linking:

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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.