--- /dev/null
+/*M///////////////////////////////////////////////////////////////////////////////////////
+//
+// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
+//
+// By downloading, copying, installing or using the software you agree to this license.
+// If you do not agree to this license, do not download, install,
+// copy or use the software.
+//
+//
+// License Agreement
+// For Open Source Computer Vision Library
+//
+// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
+// Third party copyrights are property of their respective owners.
+//
+// Redistribution and use in source and binary forms, with or without modification,
+// are permitted provided that the following conditions are met:
+//
+// * Redistribution's of source code must retain the above copyright notice,
+// this list of conditions and the following disclaimer.
+//
+// * Redistribution's in binary form must reproduce the above copyright notice,
+// this list of conditions and the following disclaimer in the documentation
+// and/or other materials provided with the distribution.
+//
+// * The name of the copyright holders may not be used to endorse or promote products
+// derived from this software without specific prior written permission.
+//
+// This software is provided by the copyright holders and contributors "as is" and
+// any express or implied warranties, including, but not limited to, the implied
+// warranties of merchantability and fitness for a particular purpose are disclaimed.
+// In no event shall the Intel Corporation or contributors be liable for any direct,
+// indirect, incidental, special, exemplary, or consequential damages
+// (including, but not limited to, procurement of substitute goods or services;
+// loss of use, data, or profits; or business interruption) however caused
+// and on any theory of liability, whether in contract, strict liability,
+// or tort (including negligence or otherwise) arising in any way out of
+// the use of this software, even if advised of the possibility of such damage.
+//
+//M*/
+
+#ifndef _OPENCV_MLTEST_H_
+#define _OPENCV_MLTEST_H_
+
+#if defined _MSC_VER && _MSC_VER >= 1200
+#pragma warning( disable: 4710 4711 4514 4996 )
+#endif
+
+#include "cxcore.h"
+#include "cxmisc.h"
+#include "cxts.h"
+#include "ml.h"
+#include <map>
+#include <string>
+#include <iostream>
+
+using namespace std;
+using namespace cv;
+
+#define CV_NBAYES "nbayes"
+#define CV_KNEAREST "knearest"
+#define CV_SVM "svm"
+#define CV_EM "em"
+#define CV_ANN "ann"
+#define CV_DTREE "dtree"
+#define CV_BOOST "boost"
+#define CV_RTREES "rtrees"
+#define CV_ERTREES "ertrees"
+
+class CV_MLBaseTest : public CvTest
+{
+public:
+ CV_MLBaseTest( const char* _modelName, const char* _testName, const char* _testFuncs );
+ virtual ~CV_MLBaseTest();
+ virtual int init( CvTS* system );
+protected:
+ virtual int read_params( CvFileStorage* fs );
+ virtual void run( int startFrom );
+ virtual int prepare_test_case( int testCaseIdx );
+ virtual string& get_validation_filename();
+ virtual int run_test_case( int testCaseIdx ) = 0;
+ virtual int validate_test_results( int testCaseIdx ) = 0;
+
+ int train( int testCaseIdx );
+ float get_error( int testCaseIdx, int type, vector<float> *resp = 0 );
+ void save( const char* filename );
+ void load( const char* filename );
+
+ CvMLData data;
+ string modelName, validationFN;
+ vector<string> dataSetNames;
+ FileStorage validationFS;
+
+ // MLL models
+ CvNormalBayesClassifier* nbayes;
+ CvKNearest* knearest;
+ CvSVM* svm;
+ CvEM* em;
+ CvANN_MLP* ann;
+ CvDTree* dtree;
+ CvBoost* boost;
+ CvRTrees* rtrees;
+ CvERTrees* ertrees;
+
+ map<int, int> cls_map;
+};
+
+class CV_AMLTest : public CV_MLBaseTest
+{
+public:
+ CV_AMLTest( const char* _modelName, const char* _testName );
+protected:
+ virtual int run_test_case( int testCaseIdx );
+ virtual int validate_test_results( int testCaseIdx );
+};
+
+class CV_SLMLTest : public CV_MLBaseTest
+{
+public:
+ CV_SLMLTest( const char* _modelName, const char* _testName );
+protected:
+ virtual int run_test_case( int testCaseIdx );
+ virtual int validate_test_results( int testCaseIdx );
+
+ vector<float> test_resps1, test_resps2; // predicted responses for test data
+ char fname1[50], fname2[50];
+};
+
+/* End of file. */
+
+#endif