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conformal (version 0.1)

Conformal Prediction for Regression and Classification

Description

Implementation of conformal prediction using caret models for classification and regression

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Version

Install

install.packages('conformal')

Monthly Downloads

8

Version

0.1

License

GPL

Maintainer

Isidro Cortes

Last Published

January 21st, 2015

Functions in conformal (0.1)

ConformalClassification-class

Class "ConformalClassification": Conformal Prediction for Classification
ConformalRegression-class

Class "ConformalRegression": Conformal Prediction for Regression
LogSTest

Small Molecule Solubility (LogS) Data: solubility values for the datapoints in the test set
expGrid

Exponential Grid Definition
conformal

conformal: an R package to calculate prediction errors in the conformal prediction framework
LogSTrain

Small Molecule Solubility (LogS) Data: solubility values for the datapoints in the training set
LogSDescsTest

Small Molecule Solubility (LogS) Data: PaDEL descriptors for the test set
LogS

Small Molecule Solubility (LogS) Data
LogSDescsTrain

Small Molecule Solubility (LogS) Data: PaDEL descriptors for the taining set
StandardMeasure

Default Nonconformity measure used in regression (ConformalRegression class)
ConformalClassification

Class Conformal Prediction for Classification
ErrorModel

Calculation of an error model
ConformalRegression

Class ConformalRegression: Conformal Prediction for Regression
GetCVPreds

Extract the cross-validation predictions for the datapoints in the training set