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conformal (version 0.2)
Conformal Prediction for Regression and Classification
Description
Implementation of conformal prediction using caret models for classification and regression.
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Version
Version
0.2
0.1
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Install
install.packages('conformal')
Monthly Downloads
22
Version
0.2
License
GPL
Maintainer
Isidro Cortes
Last Published
March 7th, 2016
Functions in conformal (0.2)
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ConformalClassification
Class Conformal Prediction for Classification
GetCVPreds
Extract the cross-validation predictions for the datapoints in the training set
ErrorModel
Calculation of an error model
ConformalRegression-class
Class
"ConformalRegression"
: Conformal Prediction for Regression
LogSDescsTest
Small Molecule Solubility (LogS) Data: PaDEL descriptors for the test set
expGrid
Exponential Grid Definition
conformal
conformal: an R package to calculate prediction errors in the conformal prediction framework
ConformalRegression
Class ConformalRegression: Conformal Prediction for Regression
LogS
Small Molecule Solubility (LogS) Data
LogSTest
Small Molecule Solubility (LogS) Data: solubility values for the datapoints in the test set
LogSTrain
Small Molecule Solubility (LogS) Data: solubility values for the datapoints in the training set
StandardMeasure
Default Nonconformity measure used in regression (ConformalRegression class)
ConformalClassification-class
Class
"ConformalClassification"
: Conformal Prediction for Classification
LogSDescsTrain
Small Molecule Solubility (LogS) Data: PaDEL descriptors for the taining set