conformal: Conformal Prediction for Regression and Classification
Version 0.2

Implementation of conformal prediction using caret models for classification and regression.

AuthorIsidro Cortes <isidrolauscher@gmail.com>
Date of publication2016-03-07 07:59:51
MaintainerIsidro Cortes <isidrolauscher@gmail.com>
LicenseGPL
Version0.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("conformal")

Popular man pages

ErrorModel: Calculation of an error model
expGrid: Exponential Grid Definition
GetCVPreds: Extract the cross-validation predictions for the datapoints...
LogS: Small Molecule Solubility (LogS) Data
LogSDescsTest: Small Molecule Solubility (LogS) Data: PaDEL descriptors for...
LogSTest: Small Molecule Solubility (LogS) Data: solubility values for...
StandardMeasure: Default Nonconformity measure used in regression...
See all...

All man pages Function index File listing

Man pages

conformal: conformal: an R package to calculate prediction errors in the...
ConformalClassification: Class Conformal Prediction for Classification
ConformalClassification-class: Class '"ConformalClassification"': Conformal Prediction for...
ConformalRegression: Class ConformalRegression: Conformal Prediction for...
ConformalRegression-class: Class '"ConformalRegression"': Conformal Prediction for...
ErrorModel: Calculation of an error model
expGrid: Exponential Grid Definition
GetCVPreds: Extract the cross-validation predictions for the datapoints...
LogS: Small Molecule Solubility (LogS) Data
LogSDescsTest: Small Molecule Solubility (LogS) Data: PaDEL descriptors for...
LogSDescsTrain: Small Molecule Solubility (LogS) Data: PaDEL descriptors for...
LogSTest: Small Molecule Solubility (LogS) Data: solubility values for...
LogSTrain: Small Molecule Solubility (LogS) Data: solubility values for...
StandardMeasure: Default Nonconformity measure used in regression...

Functions

ConformalClassification Man page
ConformalClassification-class Man page
ConformalRegression Man page
ConformalRegression-class Man page
ErrorModel Man page Source code
GetCVPreds Man page Source code
LogS Man page
LogSDescsTest Man page
LogSDescsTrain Man page
LogSTest Man page
LogSTrain Man page
StandardMeasure Man page Source code
conformal Man page
conformal-package Man page
expGrid Man page Source code

Files

NAMESPACE
data
data/LogS.RData
R
R/ConformalClassification.R
R/ConformalRegression.R
R/misc.R
MD5
DESCRIPTION
man
man/figures
man/figures/regressionScheme.pdf
man/figures/regressionScheme.svg
man/figures/classificationScheme.svg
man/figures/classificationScheme.pdf
man/StandardMeasure.Rd
man/LogS.Rd
man/ConformalRegression-class.Rd
man/expGrid.Rd
man/ErrorModel.Rd
man/LogSTest.Rd
man/LogSDescsTest.Rd
man/LogSDescsTrain.Rd
man/ConformalClassification.Rd
man/conformal.Rd
man/LogSTrain.Rd
man/ConformalRegression.Rd
man/ConformalClassification-class.Rd
man/GetCVPreds.Rd
conformal documentation built on May 20, 2017, 4:36 a.m.

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