public TreeBagging(ClassifierGenerationMethod generator, int forest_size = 800, double percentage_data_use = 0.6667)
{
mForestSize = forest_size;
mPercentageDataUsage = percentage_data_use;
mClassifiers = new Classifier <T, U> [forest_size];
for (int t = 0; t < forest_size; ++t)
{
mClassifiers[t] = generator(t);
}
}
public RandomForest(ClassifierGenerationMethod generator, int forest_size = 800, int feature_subset_size = -1, double percentage_data_use = 0.6667)
{
mForestSize = forest_size;
mPercentageDataUsage = percentage_data_use;
mClassifiers = new ID3 <T> [forest_size];
for (int t = 0; t < forest_size; ++t)
{
mClassifiers[t] = generator(t);
mClassifiers[t].Forest = this;
}
mFeatureSubSetSize = -1;
}