Package: conformalClassification 1.0.0

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.

Authors:Niharika Gauraha and Ola Spjuth

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conformalClassification.pdf |conformalClassification.html✨
conformalClassification/json (API)

# Install 'conformalClassification' in R:
install.packages('conformalClassification', repos = c('https://niha21.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.60 score 2 stars 20 scripts 131 downloads 10 exports 6 dependencies

Last updated 7 years agofrom:5b3f31433a. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-winOKNov 03 2024
R-4.5-linuxOKNov 03 2024
R-4.4-winOKNov 03 2024
R-4.4-macOKNov 03 2024
R-4.3-winOKNov 03 2024
R-4.3-macOKNov 03 2024

Exports:CPCalibrationPlotCPEfficiencyCPErrorRateCPObsFuzzinessCPValidityfitModelICPClassificationparTCPClassificationTCPClassificationtcpPValues

Dependencies:codetoolsdoParallelforeachiteratorsmlbenchrandomForest