dc.contributor.author |
Strebkov E. |
|
dc.contributor.author |
Zheltukhin V. |
|
dc.contributor.author |
Borodaev I. |
|
dc.date.accessioned |
2020-01-15T21:49:01Z |
|
dc.date.available |
2020-01-15T21:49:01Z |
|
dc.date.issued |
2019 |
|
dc.identifier.issn |
1742-6588 |
|
dc.identifier.uri |
https://dspace.kpfu.ru/xmlui/handle/net/156175 |
|
dc.description.abstract |
© Published under licence by IOP Publishing Ltd. An ABC-method (Accuracy Binary Classifier) for a more accurate assessment of the binary classifier's quality compared to the ROC-method (Receiver Operating Characteristic) is proposed. The ABC-method is suitable for quantitative and qualitative measures in independent and dependent small samples and it is not limited by the laws of distribution of objects in a sample. The ABC-method is effective for classification issues in different scientific and applied fields: IT, physical, technical, medical. |
|
dc.relation.ispartofseries |
Journal of Physics: Conference Series |
|
dc.title |
Statistical criterion for comparison of binary classifier accuracy |
|
dc.type |
Conference Paper |
|
dc.relation.ispartofseries-issue |
4 |
|
dc.relation.ispartofseries-volume |
1158 |
|
dc.collection |
Публикации сотрудников КФУ |
|
dc.source.id |
SCOPUS17426588-2019-1158-4-SID85063810858 |
|