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Computer ScienceMathematics

A family of large margin linear classifiers and its application in dynamic environments

Jianqiang Shen, Thomas G. Dietterich

2009.12.1Statistical Analysis and Data Mining-An Asa Data Science Journal

DOI: 10.1002/sam.v2:5/6

tlooto Summary

It is proved that bounds on their error are proved and it is shown that removing features with small weights has little influence on prediction accuracy, suggesting that these methods exhibit feature selection ability.

Abstract

Abstract is not available.

Citation format

SHEN, Jianqiang; DIETTERICH, Thomas G. A family of large margin linear classifiers and its application in dynamic environments. Statistical Analysis and Data Mining-An Asa Data Science Journal, 2009, 2: 328–345.