Comparison of metrics for feature selection in imbalanced text classification

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Artificial Intelligence, Ai Reliability, Engineering +15

A Comparative Study on Feature Selection in Text Categorization

Yiming Yang, Jan Pedersen · 1997 · 4.8K citations

The foundations of cost-sensitive learning

Charles Elkan · 2001 · 1.8K citations

Tackling the poor assumptions of naive bayes text classifiers

Jason D. M. Rennie, Lawrence Shih, Jaime Teevan et al. · 2003 · 952 citations

Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction

Gary M. Weiss, Foster Provost · Journal of Artificial Intelligence Research · 2003 · 919 citations · Full text

Engineering, Machine Learning, Roc Curve +24