confReg-package | Estimating Confidences of Individual Regression Predictions |
averageError | Average squared error |
averageError-method | Average squared error |
averageError-methods | Average squared error |
calculateFolds | Class "Dataset" |
calculateFolds-method | Class "Dataset" |
ConfidenceEstimator-class | Class "ConfidenceEstimator" |
ConfidenceEstimatorAverageBiasedDistance | Class "ConfidenceEstimatorAverageBiasedDistance" |
ConfidenceEstimatorAverageBiasedDistance-class | Class "ConfidenceEstimatorAverageBiasedDistance" |
ConfidenceEstimatorAverageBiasedDistance-method | Class "ConfidenceEstimatorAverageBiasedDistance" |
ConfidenceEstimatorAverageDistance | Class "ConfidenceEstimatorAverageDistance" |
ConfidenceEstimatorAverageDistance-class | Class "ConfidenceEstimatorAverageDistance" |
ConfidenceEstimatorAverageDistance-method | Class "ConfidenceEstimatorAverageDistance" |
ConfidenceEstimatorBagging | Class "ConfidenceEstimatorBagging" |
ConfidenceEstimatorBagging-class | Class "ConfidenceEstimatorBagging" |
ConfidenceEstimatorBagging-method | Class "ConfidenceEstimatorBagging" |
ConfidenceEstimatorDifferenceToNeighbors | Class "ConfidenceEstimatorDifferenceToNeighbors" |
ConfidenceEstimatorDifferenceToNeighbors-class | Class "ConfidenceEstimatorDifferenceToNeighbors" |
ConfidenceEstimatorDifferenceToNeighbors-method | Class "ConfidenceEstimatorDifferenceToNeighbors" |
ConfidenceEstimatorLocalBias | Class "ConfidenceEstimatorLocalBias" |
ConfidenceEstimatorLocalBias-class | Class "ConfidenceEstimatorLocalBias" |
ConfidenceEstimatorLocalBias-method | Class "ConfidenceEstimatorLocalBias" |
ConfidenceEstimatorLocalCV | Class "ConfidenceEstimatorLocalCV" |
ConfidenceEstimatorLocalCV-class | Class "ConfidenceEstimatorLocalCV" |
ConfidenceEstimatorLocalCV-method | Class "ConfidenceEstimatorLocalCV" |
ConfidenceEstimatorLocalVariance | Class "ConfidenceEstimatorLocalVariance" |
ConfidenceEstimatorLocalVariance-class | Class "ConfidenceEstimatorLocalVariance" |
ConfidenceEstimatorLocalVariance-method | Class "ConfidenceEstimatorLocalVariance" |
ConfidenceEstimatorMinimumDistance | Class "ConfidenceEstimatorMinimumDistance" |
ConfidenceEstimatorMinimumDistance-class | Class "ConfidenceEstimatorMinimumDistance" |
ConfidenceEstimatorMinimumDistance-method | Class "ConfidenceEstimatorMinimumDistance" |
ConfidenceEstimatorNNErrors | Class "ConfidenceEstimatorNNErrors" |
ConfidenceEstimatorNNErrors-class | Class "ConfidenceEstimatorNNErrors" |
ConfidenceEstimatorNNErrors-method | Class "ConfidenceEstimatorNNErrors" |
ConfidenceEstimatorNNVariance | Class "ConfidenceEstimatorNNVariance" |
ConfidenceEstimatorNNVariance-class | Class "ConfidenceEstimatorNNVariance" |
ConfidenceEstimatorNNVariance-method | Class "ConfidenceEstimatorNNVariance" |
ConfidenceEstimatorNumberOfNeighbors | Class "ConfidenceEstimatorNumberOfNeighbors" |
ConfidenceEstimatorNumberOfNeighbors-class | Class "ConfidenceEstimatorNumberOfNeighbors" |
ConfidenceEstimatorNumberOfNeighbors-method | Class "ConfidenceEstimatorNumberOfNeighbors" |
ConfidenceEstimatorPredictiveVariance | Class "ConfidenceEstimatorPredictiveVariance" |
ConfidenceEstimatorPredictiveVariance-class | Class "ConfidenceEstimatorPredictiveVariance" |
ConfidenceEstimatorPredictiveVariance-method | Class "ConfidenceEstimatorPredictiveVariance" |
ConfidenceEstimatorSVM | Class "ConfidenceEstimatorSVM" |
ConfidenceEstimatorSVM-class | Class "ConfidenceEstimatorSVM" |
ConfidenceEstimatorSVM-method | Class "ConfidenceEstimatorSVM" |
confReg | Estimating Confidences of Individual Regression Predictions |
create | Class "ConfidenceEstimator" |
create-method | Class "ConfidenceEstimator" |
create-method | Class "ConfidenceEstimatorAverageBiasedDistance" |
create-method | Class "ConfidenceEstimatorAverageDistance" |
create-method | Class "ConfidenceEstimatorBagging" |
create-method | Class "ConfidenceEstimatorDifferenceToNeighbors" |
create-method | Class "ConfidenceEstimatorLocalBias" |
create-method | Class "ConfidenceEstimatorLocalCV" |
create-method | Class "ConfidenceEstimatorLocalVariance" |
create-method | Class "ConfidenceEstimatorMinimumDistance" |
create-method | Class "ConfidenceEstimatorNNErrors" |
create-method | Class "ConfidenceEstimatorNNVariance" |
create-method | Class "ConfidenceEstimatorNumberOfNeighbors" |
create-method | Class "ConfidenceEstimatorPredictiveVariance" |
create-method | Class "ConfidenceEstimatorSVM" |
Dataset | Class "Dataset" |
Dataset-class | Class "Dataset" |
Dataset-method | Class "Dataset" |
dim-method | Class "Dataset" |
estimate | Class "ConfidenceEstimator" |
estimate-method | Class "ConfidenceEstimator" |
estimate-method | Class "ConfidenceEstimatorAverageBiasedDistance" |
estimate-method | Class "ConfidenceEstimatorAverageDistance" |
estimate-method | Class "ConfidenceEstimatorBagging" |
estimate-method | Class "ConfidenceEstimatorDifferenceToNeighbors" |
estimate-method | Class "ConfidenceEstimatorLocalBias" |
estimate-method | Class "ConfidenceEstimatorLocalCV" |
estimate-method | Class "ConfidenceEstimatorLocalVariance" |
estimate-method | Class "ConfidenceEstimatorMinimumDistance" |
estimate-method | Class "ConfidenceEstimatorNNErrors" |
estimate-method | Class "ConfidenceEstimatorNNVariance" |
estimate-method | Class "ConfidenceEstimatorNumberOfNeighbors" |
estimate-method | Class "ConfidenceEstimatorPredictiveVariance" |
estimate-method | Class "ConfidenceEstimatorSVM" |
evaluateConfidenceEstimates | Evaluate confidences estimates |
evaluateConfidenceEstimates-method | Evaluate confidences estimates |
evaluateConfidenceEstimates-methods | Evaluate confidences estimates |
evaluateInCV | Class "ModelEvaluation" |
evaluateInCV-method | Class "ModelEvaluation" |
FastRegression | Class "FastRegression" |
FastRegression-class | Class "FastRegression" |
FastRegression-method | Class "FastRegression" |
FeatureSelection-class | Class "FeatureSelection" |
featureSet<- | Class "Dataset" |
featureSet<--method | Class "Dataset" |
getData | Class "Dataset" |
getData-method | Class "Dataset" |
getEstimatedPerformance | Class "ConfidenceEstimator" |
getEstimatedPerformance-method | Class "ConfidenceEstimator" |
getFeatureSet | Class "Dataset" |
getFeatureSet-method | Class "Dataset" |
getFeatureSet-methods | Class "Dataset" |
getNumberOfInstances | Class "Dataset" |
getNumberOfInstances-method | Class "Dataset" |
getPredictionsOfCV | Class "ModelEvaluation" |
getPredictionsOfCV-method | Class "ModelEvaluation" |
getResponses | Class "Dataset" |
getResponses-method | Class "Dataset" |
learnFromDataset | Class "Regression" |
learnFromDataset-method | Class "FastRegression" |
learnFromDataset-method | Class "Regression" |
loadObject | Load object from binary file |
loadObject-method | Load object from binary file |
loadObject-methods | Load object from binary file |
ModelEvaluation | Class "ModelEvaluation" |
ModelEvaluation-class | Class "ModelEvaluation" |
ModelEvaluation-method | Class "ModelEvaluation" |
normalize | Class "Dataset" |
normalize-method | Class "Dataset" |
normalizeBy | Class "Dataset" |
normalizeBy-method | Class "Dataset" |
plotConfidenceCurve | Class "ConfidenceEstimator" |
plotConfidenceCurve-method | Class "ConfidenceEstimator" |
plotConfidenceIntervals | Class "ConfidenceEstimator" |
plotConfidenceIntervals-method | Class "ConfidenceEstimator" |
predictDataset | Class "Regression" |
predictDataset-method | Class "FastRegression" |
predictDataset-method | Class "Regression" |
Regression | Class "Regression" |
Regression-class | Class "Regression" |
Regression-method | Class "Regression" |
saveObject | Save object in binary file |
saveObject-method | Save object in binary file |
saveObject-methods | Save object in binary file |
selectFeatures | Class "FeatureSelection" |
selectFeatures-method | Class "FeatureSelection" |
selectFeatures-method | Class "TwinScan" |
splitByFolds | Class "Dataset" |
splitByFolds-method | Class "Dataset" |
TwinScan | Class "TwinScan" |
TwinScan-class | Class "TwinScan" |
TwinScan-method | Class "TwinScan" |
unscaleVector | Class "Dataset" |
unscaleVector-method | Class "Dataset" |