Concept drift learners - implementations in R ?

[David Jankoski]

Hello there,

Recently I got interested into concept drift learners and was wondering if anyone can point me to some implementation (of any variation on this theme) in the R language.
Researching this lead to some implementations in MATLAB and Java (Weka) but no results on R. I was wondering if there are really no implementations of such learners in R ?

Thanks in front,
David

[João Gomes]

Hi David,

This R project might help you: http://www.r-bloggers.com/rmoa-massive-online-data-stream-classifications-with-r-moa/

the drift classifiers of MOA are still in TODO but you have quite a number of adaptive classifiers such as HoeffdingAdaptiveTree or OnlineAccuracyUpdatedEnsemble. https://github.com/jwijffels/RMOA

Regards,

João

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[Mohamed Medhat Gaber]

Dear David,

Adding to Joao's email, the RMOA package is available on CRAN  with documentation @ https://cran.r-project.org/web/packages/RMOA/RMOA.pdf

Best wishes,

Mohamed

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Dr Mohamed Medhat Gaber

Reader, School of Computing Science and Digital Media

Robert Gordon University

Riverside East, Garthdee Road, Aberdeen, AB10 7GJ, UK

Personal webpage: http://mohamedmgaber.weebly.com/

Official webpage: http://www.rgu.ac.uk/dmstaff/gaber-mohamed

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[Oresti Baños Legrán]

Hello David,

Would it be possible for you to share the links to the tools you found for Matlab and Java as well?

Thanks,

Oresti