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Standard Decision Boundary in a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification

Many real classification problems are characterized by a strong disturbance in a prior probability, which for the most of classification algorithms leads to favoring majority classes. The action most often used to deal with this problem is oversampling of the minority class by the smote algorithm. F...

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Foilsithe in:Computational Science – ICCS 2020
Príomhúdar: Ksieniewicz, Pawel
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2020
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7303698/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50423-6_8
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