LIBLINEAR Experiments

Machine Learning Group at National Taiwan University
Contributors

This page provides the source codes for the papers related to LIBLINEAR.

Comparing various methods for large-scale linear SVM

C.-J. Hsieh, K.-W. Chang, C.-J. Lin, S. Sundararajan, and S. Sathiya Keerthi. A Dual Coordinate Descent Method for Large-scale Linear SVM .

can be found in this zip file.

Comparing various methods for large-scale linear SVM

K.-W. Chang, C.-J. Hsieh, and C.-J. Lin, Coordinate Descent Method for Large-scale L2-loss Linear SVM .

can be found in this zip file.

Comparing various methods for logistic regression

C.-J. Lin, R. C. Weng, and S. S. Keerthi. Trust region Newton method for large-scale logistic regression. JMLR 2008, To appear.

can be found in this zip file.

We include LBFGS and SVMlin (a modified version) for experiments. Please check their respective COPYRIGHT notices.