/** 
* @file testClassifier.cpp
* @brief main program for classifier evaluation
* @author Erik Rodner
* @date 2007-10-12
*/

#include <objrec/nice_nonvis.h>

#include <fstream>
#include <iostream>

#include <objrec/cbaselib/MultiDataset.h>
#include <objrec/iclassifier/icgeneric/CSGeneric.h>
#include <objrec/cbaselib/ClassificationResults.h>
#include <objrec/iclassifier/codebook/MutualInformation.h>

#include "objrec/classifier/classifierbase/FeaturePoolClassifier.h"
#include <objrec/classifier/fpclassifier/randomforest/FPCRandomForestTransfer.h>
#include <objrec/classifier/classifierinterfaces/VCFeaturePool.h>

#include <objrec/baselib/Config.h>
#include <objrec/baselib/Preprocess.h>
#include <objrec/baselib/StringTools.h>

#undef DEBUG

using namespace OBJREC;

using namespace NICE;
using namespace std;

int main (int argc, char **argv)
{
	std::set_terminate(__gnu_cxx::__verbose_terminate_handler);

	Config conf ( argc, argv );
	string fn = conf.gS("main", "input", "train.vec");
	int format = conf.gI("main", "format", 0 );
	string outfn = conf.gS("main", "output", "out.vec");
	
	LabeledSetVector test;

	test.read (fn, format );
	cout << "fn: " << fn << endl;
	
	ofstream fout(outfn.c_str());
	ofstream cn((outfn+".cn").c_str());
	
	fout << test.count() << endl;
	cn << test.count() << endl;
	fout << test.dimension();
	cn << 1;

	for( map< int, vector<NICE::Vector *> >::iterator iter = test.begin(); iter != test.end(); ++iter ) 
	{
		for(int j = 0; j < iter->second.size(); j++)
		{
			Vector vec = *(iter->second[j]);
			cn << endl << iter->first;
			fout << endl;
			for(int i = 0; i < vec.size()-1; i++)
			{
				fout << vec[i] << " ";
			}
			fout << vec[vec.size()-1];
		}
	}
	
	fout.close();
	cn.close();
	
    return 0;
}