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Modified Mahalanobis Taguchi System for Imbalance Data Classification

The Mahalanobis Taguchi System (MTS) is considered one of the most promising binary classification algorithms to handle imbalance data. Unfortunately, MTS lacks a method for determining an efficient threshold for the binary classification. In this paper, a nonlinear optimization model is formulated...

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Detalles Bibliográficos
Publicado en:Comput Intell Neurosci
Autor Principal: El-Banna, Mahmoud
Formato: Artigo
Idioma:Inglês
Publicado: Hindawi 2017
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5546084/
https://ncbi.nlm.nih.gov/pubmed/28811820
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/5874896
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