System.out.println("Starting on ensemble bag: " + i);
// Create a new bag of the appropriate size
ModelBag modelBag = new ModelBag(predictions, getModelRatio(),
m_Debug);
// And shuffle it.
modelBag.shuffle(rand);
if (getSortInitializationRatio() > 0.0) {
// Sort initialize, if the ratio greater than 0.
modelBag.sortInitialize((int) (getSortInitializationRatio()
* getModelRatio() * numModels),
getGreedySortInitialization(), data,