ForAI: Forecasting with Artificial Intelligence

The package "ForAI" combines machine learning methods as artificial neural networks, support vector regression, extreme learning machines with evolutionary algorithms as genetic algorithms (GA), particle swarm optimization (PSO), evolutionary strategies (ES), etc.

Author
Aranildo Lima
Date of publication
2014-12-16 00:06:26
Maintainer
Aranildo Lima <arodrig@eos.ubc.ca>
License
GPL-2
Version
0.0.5
URLs

View on R-Forge

Man pages

Elm.cross.valid
Training ELM with cross validation.
Elm.predict
ELM Predictions
Elm.search.hc
Search Number of Hidden Neurons Using Hill Climbing
Elm.train
Fit Extreme Learning Machine (ELM)
ForAI-package
Forecasting with Artificial Intelligence ~~ package title ~~
Olelm.update
Update the online ELM
olelm.update.beta
Update the beta matrix
olmlr.predict
ELM Predictions
svres
Support Vector Regression with Evolutionary Strategy
train.svr
Train SVR

Files in this package

ForAI/DESCRIPTION
ForAI/NAMESPACE
ForAI/R
ForAI/R/elm.R
ForAI/R/olmlr.R
ForAI/R/svr-es.R
ForAI/dev
ForAI/dev/GA.R
ForAI/dev/SVR-ES.R
ForAI/dev/SVR-ES.pdf
ForAI/dev/elm.R
ForAI/dev/functionsGA.R
ForAI/dev/gammaonlyLin.R
ForAI/man
ForAI/man/Elm.cross.valid.Rd
ForAI/man/Elm.predict.Rd
ForAI/man/Elm.search.hc.Rd
ForAI/man/Elm.train.Rd
ForAI/man/ForAI-package.Rd
ForAI/man/Olelm.update.Rd
ForAI/man/olelm.update.beta.Rd
ForAI/man/olmlr.predict.Rd
ForAI/man/svres.Rd
ForAI/man/train.svr.Rd
ForAI/test
ForAI/test/arima.R