Comparative study of quality estimation of binary classification

The paper describes results of analytical and experimental analysis of seventeen functions used for evaluation of binary classification results of arbitrary data. The results are presented by 2×2 error matrices. The behavior and properties of the main functions calculated by the elements of such mat...

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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 2020-03-01
Series:Informatika
Subjects:
Online Access:https://inf.grid.by/jour/article/view/1044
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