Visualization and analysis tools to aid in the interpretation of neural network models. Functions are available for plotting, quantifying variable importance, conducting a sensitivity analysis, and obtaining a simple list of model weights.

Documentation

Manual: NeuralNetTools.pdf
Vignette: None available.

Maintainer: Marcus W. Beck <mbafs2012 at gmail.com>

Author(s): Marcus W. Beck*

Install package and any missing dependencies by running this line in your R console:

install.packages("NeuralNetTools")

Depends R (>= 3.1.1)
Imports ggplot2(>=2.0.0), nnet, reshape2, scales, tidyr
Suggests caret, neuralnet, RSNNS
Enhances
Linking to
Reverse
depends
Reverse
imports
radiant.model
Reverse
suggests
darch, RSNNS
Reverse
enhances
Reverse
linking to

Package NeuralNetTools
Materials
URL
Task Views
Version 1.5.0
Published 2016-11-25
License CC0
BugReports https://github.com/fawda123/NeuralNetTools/issues
SystemRequirements
NeedsCompilation no
Citation
CRAN checks NeuralNetTools check results
Package source NeuralNetTools_1.5.0.tar.gz