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validann (version 1.2.1)

Validation Tools for Artificial Neural Networks

Description

Methods and tools for analysing and validating the outputs and modelled functions of artificial neural networks (ANNs) in terms of predictive, replicative and structural validity. Also provides a method for fitting feed-forward ANNs with a single hidden layer.

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Install

install.packages('validann')

Monthly Downloads

165

Version

1.2.1

License

GPL (>= 2)

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Maintainer

Greer B. Humphrey

Last Published

April 20th, 2017

Functions in validann (1.2.1)

predict.ann

Predict new examples using a trained neural network.
validann

Validate Artificial Neural Networks.
observed

Return observed target values.
plot.validann

Plot ANN validation results.
ann

Fit Artificial Neural Networks.
ar9

Data generated by autoregressive AR9 model.