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OmniGA: Optimized Omnivariate Decision Trees for Generalizable Classification Models

Classification problems from different domains vary in complexity, size, and imbalance of the number of samples from different classes. Although several classification models have been proposed, selecting the right model and parameters for a given classification task to achieve good performance is n...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Magana-Mora, Arturo, Bajic, Vladimir B.
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2017
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5478657/
https://ncbi.nlm.nih.gov/pubmed/28634344
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-04281-9
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