A Loss Function Analysis for Classification Methods in Text Categorization (2003)

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by Fan Li , Yiming Yang
Citations:20 - 5 self

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An Information-Theoretic Framework for Semantic-Multimedia Indexing – João Magalhães, Stefan Rüger
20 Information-theoretic semantic multimedia indexing – João Magalhães, Stefan Rüger - 2007
Classifying High-Speed Text Streams – Gabriel Pui Cheong, Cheong Fung, Jeffrey Xu Yu, Hongjun Lu
The Organisation and Retrieval of Document Collections: A Machine Learning Approach – Alexei Vinokourov - 2003
2 Robust Statistical Techniques for the Categorization of Images Using Associated Text – Carl Sable, Carl Sable - 2003
67 Text Categorization Based on Regularized Linear Classification Methods – Tong Zhang, Frank J. Oles - 2000
A New Pairwise Ensemble Approach – For Text Classification, Yan Liu, Jaime Carbonell, Rong Jin - 2003
Text Categorization with a Small Number of . . . – Kang Hyuk Lee - 2003
6 Supervised and Unsupervised Machine Learning Techniques for Text Document Categorization – Arzucan Özgür, Prof Ethem Alpaydın, Assist Prof, Tunga Güngör - 2004
6 Boosting to Correct Inductive Bias in Text Classification – Yan Liu, Yiming Yang, Jaime Carbonell - 2001
73 Centroid-Based Document Classification: Analysis Experimental Results – Eui-Hong Sam Han, George Karypis - 2000
10 A Comparative Study on Chinese Text Categorization Methods – Ji He, Ah-hwee Tan, Chew-Lim Tan - 2000
27 A Scalability Analysis of Classifiers in Text Categorization – Yiming Yang, Jian Zhang, Bryan Kisiel - 2003
72 Mining the Biomedical Literature in the Genomic Era: An Overview – Hagit Shatkay, Ronen Feldman - 2003
19 Robustness of Regularized Linear Classification Methods In Text Categorization – Jian Zhang, et al. - 2003
1 New Techniques In Intelligent Information Filtering – Attila Macskassy, Sofus Attila Macskassy, Dissertation Director, Dr. Haym Hirsh, Dr. Haym Hirsh - 2003
41 Using Unlabeled Data to Improve Text Classification – Kamal Paul Nigam - 2001
4 An Evaluation of Text Classification Methods for Literary Study – Bei Yu - 2006
5 Classifying web documents in a hierarchy of categories: a comprehensive study – Michelangelo Ceci, Donato Malerba - 2007