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validann (version 1.3)

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

154

Version

1.3

License

GPL (>= 2)

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Maintainer

Patrice Kiener

Last Published

August 19th, 2026

Functions in validann (1.3)

ann

Fit Artificial Neural Networks.
predict.ann

Predict new examples using a trained neural network.
ar9

Data generated by autoregressive AR9 model.
observed

Return observed target values.
plot.validann

Plot ANN validation results.
validann

Validate Artificial Neural Networks.