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conformalClassification  

Transductive and Inductive Conformal Predictions for Classification Problems
View on CRAN: Click here


Download and install conformalClassification package within the R console
Install from CRAN:
install.packages("conformalClassification")

Install from Github:
library("remotes")
install_github("cran/conformalClassification")

Install by package version:
library("remotes")
install_version("conformalClassification", "1.0.0")



Attach the package and use:
library("conformalClassification")
Maintained by
Niharika Gauraha
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-12-22
Latest Update: 2017-12-22
Description:
Implementation of transductive conformal prediction (see Vovk, 2013, ) and inductive conformal prediction (see Balasubramanian et al., 2014, ISBN:9780124017153) for classification problems.
How to cite:
Niharika Gauraha (2017). conformalClassification: Transductive and Inductive Conformal Predictions for Classification Problems. R package version 1.0.0, https://cran.r-project.org/web/packages/conformalClassification. Accessed 22 Dec. 2024.
Previous versions and publish date:
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View conformalClassification citation profile
Other R packages that conformalClassification depends, imports, suggests or enhances
Complete documentation for conformalClassification
Functions, R codes and Examples using the conformalClassification R package
Some associated functions: CPCalibrationPlot . CPEfficiency . CPErrorRate . CPObsFuzziness . CPValidity . ICPClassification . TCPClassification . conformalClassification . fitModel . parTCPClassification . tcpPValues . 
Some associated R codes: common.R . conformalClassification.R . icp.R . par_tcp.R . tcp.R .  Full conformalClassification package functions and examples
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