2 // regularizedrandomforest.h
5 // Created by Kathryn Iverson on 11/16/12.
6 // Copyright (c) 2012 Schloss Lab. All rights reserved.
9 #ifndef __Mothur__regularizedrandomforest__
10 #define __Mothur__regularizedrandomforest__
13 #include "decisiontree.hpp"
15 class RegularizedRandomForest: public Forest {
18 RegularizedRandomForest(const vector <vector<int> > dataSet,const int numDecisionTrees, const string);
20 int calcForrestErrorRate();
21 int calcForrestVariableImportance(string);
22 int populateDecisionTrees();
23 int updateGlobalOutOfBagEstimates(DecisionTree* decisionTree);
30 #endif /* defined(__Mothur__regularizedrandomforest__) */