Assessment of the quality of a binary classifier in research-Reference-Cited by-同舟云学术

Assessment of the quality of a binary classifier in research

Published:2020-12-28 Issue:4 Volume: Page:105-113
ISSN:2708-6011
Container-title:Health and Ecology Issues
language:
Short-container-title:jour

Author:

Kovalev A. A.¹^ORCID,Kuznetsov B. K.¹^ORCID,Yadchenko A. A.¹^ORCID,Ignatenko V. A.²^ORCID

Affiliation:

1. Gomel State Medical University

2. Institute of Biochemistry of Biologically Active Compounds of the National Academy of Sciences of Belarus

Abstract

The article deals with the basic principles of the assessment of the quality of a binary classifier using the potential of the ROC analysis and describes a ROC analysis algorithm and the interpretation of the obtained results. The work discusses the methodology for the calculation of the main parameters of the ROC curve, as well as the instructions for the assessment of their statistical significance.

Publisher

Gomel State Medical University

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