nnetpredint: Prediction Intervals of Multi-Layer Neural Networks
Version 1.2

Computing prediction intervals of neural network models (e.g.backpropagation) at certain confidence level. It can take the output from models trained by other packages like 'nnet', 'neuralnet', 'RSNNS', etc.

AuthorXichen Ding <rockingdingo@gmail.com>
Date of publication2015-12-21 12:31:51
MaintainerXichen Ding <rockingdingo@gmail.com>
LicenseGPL (>= 2)
Version1.2
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("nnetpredint", repos="http://R-Forge.R-project.org")

Popular man pages

activate: Neuron Activation Function
jacobian: Jacobian Matrix of Gradient Function for Training Datasets
nnetPredInt: Prediction Intervals of Neural Networks
nnetpredint-internal: Internal Functions
transWeightListToVect: Transform the List of Optimal Weights to a Numeric Vector
See all...

All man pages Function index File listing

Man pages

activate: Neuron Activation Function
jacobian: Jacobian Matrix of Gradient Function for Training Datasets
nnetPredInt: Prediction Intervals of Neural Networks
nnetpredint-internal: Internal Functions
transWeightListToVect: Transform the List of Optimal Weights to a Numeric Vector

Functions

activate Man page Source code
activateDeri Man page Source code
calcSigmaEst Man page Source code
checkInput Man page Source code
getJacobianMatrix Man page Source code
getOutVectList Man page Source code
getParaGrad Man page Source code
getPredInt Man page Source code
getPredVal Man page Source code
jacobian Man page Source code
jacobian.default Man page Source code
jacobian.nn Man page Source code
jacobian.nnet Man page Source code
jacobian.rsnns Man page Source code
nnetPredInt Man page Source code
nnetPredInt.default Man page Source code
nnetPredInt.nn Man page Source code
nnetPredInt.nnet Man page Source code
nnetPredInt.rsnns Man page Source code
parGetParaGrad Man page Source code
parOutVectGradMat Man page Source code
sigmoid Man page Source code
sigmoidDeri Man page Source code
tanhDeri Man page Source code
tanhFunc Man page Source code
transModelWts Man page Source code
transWeightListToVect Man page Source code
transWeightPara Man page Source code
transWeightPara2 Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/jacobianS3.R
R/nnetGradient.R
R/nnetPredIntS3.R
man
man/activate.Rd
man/jacobian.Rd
man/nnetPredInt.Rd
man/nnetpredint-internal.Rd
man/transWeightListToVect.Rd
tests
tests/test1.R
tests/test2.R
tests/test3.R
nnetpredint documentation built on May 21, 2017, 3:45 a.m.

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