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Added R-FIMT-DD (randomized FIMT-DD).#229

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Added R-FIMT-DD (randomized FIMT-DD).#229
BStevanoski wants to merge 1 commit into
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@BStevanoski

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@abifet

abifet commented Mar 9, 2021

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Can you give more details about this PR? Is there a publication related to this change?

@BStevanoski

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Yes, of course. The online random forest method (ORF) [1] is based on a randomized version of FIMT-DD, claiming a random subsample of the attribute space. This PR proposes an implementation of that base model.

[1] Ikonomovska E, Gama J, Džeroski S. Online tree-based ensembles and option trees for regression on evolving data streams. Neurocomputing. 2015 Feb 20;150:458-70.

@abifet

abifet commented Jun 17, 2021

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What's the difference with ARFFIMTDD?

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