Description Details Author(s) References See Also
The package "ForAI" combines machine learning methods as artificial neural networks, support vector regression with evolutionary algorithms as genetic algorithms (GA), particle swarm optimization (PSO), evolutionary strategies (ES), etc. ~~ A concise (1-5 lines) description of the package ~~
Package: | ForAI |
Type: | Package |
Version: | 0.0.4 |
Date: | 2014-09-25 |
Depends: | e1071, FNN |
Suggests: | MASS, qualV, Boruta, CaDENCE |
License: | GPL-2 |
URL: | http://forai.r-forge.r-project.org/ |
Built: | R 3.0.3; ; 2014-06-30 18:16:22 UTC; unix |
Index:
1 2 3 4 5 6 7 8 9 | 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
svres Support Vector Regression with Evolutionary
Strategy
train.svr train.svr
|
~~ An overview of how to use the package, including the most important functions ~~
Aranildo Lima
Maintainer: Aranildo Lima <arodrig@eos.ubc.ca> ~~ The author and/or maintainer of the package ~~
~~ Literature or other references for background information ~~
~~ Optional links to other man pages, e.g. ~~
~~ <pkg>
~~
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