The R Package Ada for Stochastic Boosting
Fitting Stochastic Boosting Models
Add a test set to ada
Pairwise Plots and Variable Importancs Plot for Ada
Plots for Ada
Predict a data set using Ada
Model Information for Ada
Summary of model fit for arbitrary data (test, validation, or training...
Add more trees to an ada object
Performs discrete, real, and gentle boost under both exponential and logistic loss on a given data set. The package ada provides a straightforward, well-documented, and broad boosting routine for classification, ideally suited for small to moderate-sized data sets.