conformal: Conformal Prediction for Regression and Classification

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

Author
Isidro Cortes <isidrolauscher@gmail.com>
Date of publication
2016-03-07 07:59:51
Maintainer
Isidro Cortes <isidrolauscher@gmail.com>
License
GPL
Version
0.2

View on CRAN

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...

Files in this package

conformal
conformal/NAMESPACE
conformal/data
conformal/data/LogS.RData
conformal/R
conformal/R/ConformalClassification.R
conformal/R/ConformalRegression.R
conformal/R/misc.R
conformal/MD5
conformal/DESCRIPTION
conformal/man
conformal/man/figures
conformal/man/figures/regressionScheme.pdf
conformal/man/figures/regressionScheme.svg
conformal/man/figures/classificationScheme.svg
conformal/man/figures/classificationScheme.pdf
conformal/man/StandardMeasure.Rd
conformal/man/LogS.Rd
conformal/man/ConformalRegression-class.Rd
conformal/man/expGrid.Rd
conformal/man/ErrorModel.Rd
conformal/man/LogSTest.Rd
conformal/man/LogSDescsTest.Rd
conformal/man/LogSDescsTrain.Rd
conformal/man/ConformalClassification.Rd
conformal/man/conformal.Rd
conformal/man/LogSTrain.Rd
conformal/man/ConformalRegression.Rd
conformal/man/ConformalClassification-class.Rd
conformal/man/GetCVPreds.Rd