Efficient training on biased minimax probability machine for imbalanced text classification

16th International World Wide Web Conference, WWW2007

Volumn , Issue , 2007, Pages 1153-1154

  Peng, Xiang ^a   King, Irwin ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Biased classification; Biased minimax probability machine; Second order cone programming; Text classification

Indexed keywords

ALGORITHMS; COMPUTER PROGRAMMING; LEARNING SYSTEMS; MATHEMATICAL MODELS; PROBABILITY; ROBUST CONTROL;

BIASED CLASSIFICATION; BIASED MINIMAX PROBABILITY MACHINES; SECOND ORDER CONE PROGRAMMING; TEXT CLASSIFICATION;

CLASSIFICATION (OF INFORMATION);

EID: 35348888434     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1242572.1242741     Document Type: Conference Paper

References (2)

1. S. C. Hoi, R. Jin, and M. Lyu. Large-scale text categorization by batch mode active learning. In Proc. of World Wide Web Conference, pages 633-642, 2006.
2. K. Huang, H. Yang, I. King, M. Lyu, and L. Chan. Minimum error minimax probability machines. Journal of Machine Learning Research, 5:1253-1286, 2004.