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Performance Measurement Framework for Hierarchical Text Classification.
- 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