Visualization and Analysis Tools for Neural Networks

---

Documentation for package ‘NeuralNetTools’ version 1.5.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

bias_lines	Plot connection weights for bias lines
bias_points	Plot bias points
garson	Variable importance using Garson's algorithm
garson.default	Variable importance using Garson's algorithm
garson.mlp	Variable importance using Garson's algorithm
garson.nn	Variable importance using Garson's algorithm
garson.nnet	Variable importance using Garson's algorithm
garson.numeric	Variable importance using Garson's algorithm
garson.train	Variable importance using Garson's algorithm
get_ys	Get y locations for layers in 'plotnet'
layer_lines	Plot connection weights
layer_points	Plot neural network nodes
lekgrps	Create optional barplot for 'lekprofile' groups
lekprofile	Sensitivity analysis using Lek's profile method
lekprofile.default	Sensitivity analysis using Lek's profile method
lekprofile.mlp	Sensitivity analysis using Lek's profile method
lekprofile.nn	Sensitivity analysis using Lek's profile method
lekprofile.nnet	Sensitivity analysis using Lek's profile method
lekprofile.train	Sensitivity analysis using Lek's profile method
neuraldat	Simulated dataset for function examples
neuralskips	Get weights for the skip layer in a neural network
neuralskips.nnet	Get weights for the skip layer in a neural network
neuralweights	Get weights for a neural network
neuralweights.mlp	Get weights for a neural network
neuralweights.nn	Get weights for a neural network
neuralweights.nnet	Get weights for a neural network
neuralweights.numeric	Get weights for a neural network
olden	Variable importance using connection weights
olden.default	Variable importance using connection weights
olden.mlp	Variable importance using connection weights
olden.nn	Variable importance using connection weights
olden.nnet	Variable importance using connection weights
olden.numeric	Variable importance using connection weights
olden.train	Variable importance using connection weights
plotnet	Plot a neural network model
plotnet.default	Plot a neural network model
plotnet.mlp	Plot a neural network model
plotnet.nn	Plot a neural network model
plotnet.nnet	Plot a neural network model
plotnet.numeric	Plot a neural network model
plotnet.train	Plot a neural network model
pred_sens	Predicted values for Lek profile method