zygmuntz/large-scale-linear-learners

VW, Liblinear and StreamSVM compared on webspam

Large scale linear learners

Code for scoring predictions from VW, Liblinear and StreamSVM on webspam.

score.py - compute accuracy, AUC and confusion matrix for VW and Liblinear predictions
score_streamsvm.py - the same thing for StreamSVM

See:

• http://fastml.com/comparing-large-scale-linear-learners/
• https://www.indiegogo.com/projects/large-scale-linear-learners-compared
• http://fastml.com/vowpal-wabbit-liblinear-sbm-and-streamsvm-compared/