Paper: Using Uneven Margins SVM And Perceptron For Information Extraction

ACL ID W05-0610
Title Using Uneven Margins SVM And Perceptron For Information Extraction
Venue International Conference on Computational Natural Language Learning
Session Main Conference
Year 2005
Authors

The classi cation problem derived from information extraction (IE) has an imbal- anced training set. This is particularly true when learning from smaller datasets which often have a few positive training examples and many negative ones.