Hierarchical confusion matrix for classification performance evaluation
Hierarchical confusion matrix for classification performance evaluation
About this item
Full title
Hierarchical confusion matrix for classification performance evaluation
Author / Creator
Journal title
Journal of the Royal Statistical Society Series C: Applied Statistics, 2023-12, Vol.72 (5), p.1394-1412
Language
English
Formats
More information
Scope and Contents
Contents
This study proposes the novel concept of hierarchical confusion matrix, opening the door for popular confusion-matrix-based (flat) evaluation measures from binary classification problems, while considering the peculiarities of hierarchical classification problems. The concept is developed to a generalised form and proven its applicability to all ty...
Alternative Titles
Full title
Hierarchical confusion matrix for classification performance evaluation
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_crossref_primary_10_1093_jrsssc_qlad057
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_crossref_primary_10_1093_jrsssc_qlad057
Other Identifiers
ISSN
0035-9254
E-ISSN
1467-9876
DOI
10.1093/jrsssc/qlad057
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