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Imbalanced Class Learning in Epigenetics

In machine learning, one of the important criteria for higher classification accuracy is a balanced dataset. Datasets with a large ratio between minority and majority classes face hindrance in learning using any classifier. Datasets having a magnitude difference in number of instances between the ta...

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Bibliografiske detaljer
Main Authors: Haque, M. Muksitul, Skinner, Michael K., Holder, Lawrence B.
Format: Artigo
Sprog:Inglês
Udgivet: Mary Ann Liebert, Inc. 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4082351/
https://ncbi.nlm.nih.gov/pubmed/24798423
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2014.0008
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