Tools for supervised learning 1 (GLM, Lasso, random forest, gradient boosted machines) (R packages, Vowpal Wabbit, xgboost, H2O)
Slides here.
R code and data in the subdirs above.
Rich Caruana, Alexandru Niculescu-Mizil: An Empirical Comparison of Supervised Learning Algorithms
Szilard Pafka: Machine Learning Benchmark