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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Magana-Mora, Arturo, Bajic, Vladimir B.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2017
Schlagworte:
Online Zugang: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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