About the confusion-matrix-based assessment of the results of imbalanced data classification

When applying classifiers in real applications, the data imbalance often occurs when the number of elements of one class is greater than another. The article examines the estimates of the classification results for this type of data. The paper provides answers to three questions: which term is a mor...

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Bibliographic Details
Main Authors: V. V. Starovoitov, Yu. I. Golub
Format: Article
Language:Russian
Published: National Academy of Sciences of Belarus, the United Institute of Informatics Problems 2021-03-01
Series:Informatika
Subjects:
Online Access:https://inf.grid.by/jour/article/view/1121
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