Conformal Prediction for Regression and Classification

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Documentation for package ‘conformal’ version 0.1

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conformal-package conformal: an R package to calculate prediction errors in the conformal prediction framework
conformal conformal: an R package to calculate prediction errors in the conformal prediction framework
ConformalClassification Class Conformal Prediction for Classification
ConformalClassification-class Class '"ConformalClassification"': Conformal Prediction for Classification
ConformalRegression Class ConformalRegression: Conformal Prediction for Regression
ConformalRegression-class Class '"ConformalRegression"': Conformal Prediction for Regression
ErrorModel Calculation of an error model
expGrid Exponential Grid Definition
GetCVPreds Extract the cross-validation predictions for the datapoints in the training set
LogS Small Molecule Solubility (LogS) Data
LogSDescsTest Small Molecule Solubility (LogS) Data: PaDEL descriptors for the test set
LogSDescsTrain Small Molecule Solubility (LogS) Data: PaDEL descriptors for the taining set
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)