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Performance Measurement Framework for Hierarchical Text Classification.

Authors :
Sun, Aixin
Lim, Ee-Peng
Ng, Wee-Keong
Source :
Journal of the American Society for Information Science and Technology. Sep 2003 54(11):1014-1028.
Publication Year :
2003

Abstract

Discusses hierarchical text classification for electronic information retrieval and the measures used to evaluate performance. Proposes new performance measures that consist of category similarity measures and distance-based measures that consider the contributions of misclassified documents, and explains a blocking measure that identifies non-performing classifiers. (Author/LRW)

Details

Language :
English
Volume :
54
Issue :
11
Database :
ERIC
Journal :
Journal of the American Society for Information Science and Technology
Publication Type :
Academic Journal
Accession number :
EJ676551
Document Type :
Journal Articles<br />Reports - Descriptive