simpleNeural: An Easy to Use Multilayer Perceptron

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Trains neural networks (multilayer perceptrons with one hidden layer) for bi- or multi-class classification.

Author
David Dernoncourt [aut, cre] (LUNAM Universite, Universite Angers, Laboratoire d'ergonomie et d'epidemiologie en sante au travail (LEEST), w/ support from the French National Research Program for Environmental and Occupational Health of Anses (2012/18))
Date of publication
2015-04-28 20:24:29
Maintainer
David Dernoncourt <me@daviddernoncourt.com>
License
MIT + file LICENSE
Version
0.1.1
URLs

View on CRAN

Man pages

sN.MLPpredict
Runs a multilayer perceptron
sN.MLPtrain
Trains a multilayer perceptron with 1 hidden layer
sN.normalizeDF
Normalize data
UCI.BCD.Wisconsin
Breast Cancer Wisconsin (Diagnostic) Data Set
UCI.ISOLET.ABC
ISOLET Data Set (ABC)
UCI.transfusion
Blood Transfusion Service Center Data Set

Files in this package

simpleNeural
simpleNeural/NAMESPACE
simpleNeural/data
simpleNeural/data/UCI.ISOLET.ABC.rda
simpleNeural/data/UCI.transfusion.rda
simpleNeural/data/UCI.BCD.Wisconsin.rda
simpleNeural/R
simpleNeural/R/data.r
simpleNeural/R/helpers.r
simpleNeural/R/main.R
simpleNeural/MD5
simpleNeural/DESCRIPTION
simpleNeural/man
simpleNeural/man/UCI.transfusion.Rd
simpleNeural/man/sN.MLPpredict.Rd
simpleNeural/man/sN.MLPtrain.Rd
simpleNeural/man/sN.normalizeDF.Rd
simpleNeural/man/UCI.BCD.Wisconsin.Rd
simpleNeural/man/UCI.ISOLET.ABC.Rd
simpleNeural/LICENSE