NICE_VisLearning/classifier/fpclassifier/randomforest/FPCDecisionTree.h

/** 
* @file FPCDecisionTree.h
* @brief simple decision tree classifier
* @author Erik Rodner
* @date 04/21/2008

*/
#ifndef FPCDECISIONTREEINCLUDE
#define FPCDECISIONTREEINCLUDE

#include "core/vector/VectorT.h"
#include "core/vector/MatrixT.h"

#include "core/basics/Config.h"

#include "vislearning/classifier/classifierbase/FeaturePoolClassifier.h"
#include "vislearning/cbaselib/CachedExample.h"

#include "DecisionTreeBuilder.h"
#include "DecisionTree.h"

#undef ROADWORKS
#define ROADWORKS fthrow( Exception, "Persistent interface not yet implemented.");


namespace OBJREC {

/** simple decision tree classifier */
class FPCDecisionTree : public FeaturePoolClassifier
{

    protected:
		const NICE::Config *conf;
		DecisionTree *dt;
		DecisionTreeBuilder *builder;

    public:
  
		/** simple constructor */
		FPCDecisionTree( const NICE::Config *conf, std::string section );
		  
		/** simple destructor */
		virtual ~FPCDecisionTree();
		 
		virtual ClassificationResult classify ( Example & pce );

		virtual void train ( FeaturePool & fp, Examples & examples );

		DecisionTree & getTree () { return *dt; };

		void restore (std::istream & is, int format = 0) { ROADWORKS };
		void store (std::ostream & os, int format = 0) const { ROADWORKS };
		void clear () { ROADWORKS };
		FeaturePoolClassifier *clone () const { ROADWORKS };



};


} // namespace

#undef ROADWORKS

#endif