added smoke test on EM, fixed EM reading #1570 (thanks to mr.pppoe),
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@@ -332,6 +332,82 @@ void CV_EMTest::run( int /*start_from*/ )
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ts->set_failed_test_info( code );
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}
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class CV_EMTest_Smoke : public cvtest::BaseTest {
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public:
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CV_EMTest_Smoke() {}
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protected:
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virtual void run( int /*start_from*/ )
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{
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int code = cvtest::TS::OK;
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CvEM em;
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Mat samples = Mat(3,2,CV_32F);
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samples.at<float>(0,0) = 1;
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samples.at<float>(1,0) = 2;
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samples.at<float>(2,0) = 3;
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CvEMParams params;
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params.nclusters = 2;
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Mat labels;
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em.train(samples, Mat(), params, &labels);
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Mat firstResult(samples.rows, 1, CV_32FC1);
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for( int i = 0; i < samples.rows; i++)
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firstResult.at<float>(i) = em.predict( samples.row(i) );
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// Write out
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string filename = tempfile() + ".xml";
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{
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FileStorage fs = FileStorage(filename, FileStorage::WRITE);
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try
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{
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em.write(fs.fs, "EM");
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}
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catch(...)
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{
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ts->printf( cvtest::TS::LOG, "Crash in write method.\n" );
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ts->set_failed_test_info( cvtest::TS::FAIL_EXCEPTION );
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}
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}
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em.clear();
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// Read in
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{
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FileStorage fs = FileStorage(filename, FileStorage::READ);
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FileNode fileNode = fs["EM"];
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try
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{
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em.read(const_cast<CvFileStorage*>(fileNode.fs), const_cast<CvFileNode*>(fileNode.node));
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}
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catch(...)
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{
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ts->printf( cvtest::TS::LOG, "Crash in read method.\n" );
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ts->set_failed_test_info( cvtest::TS::FAIL_EXCEPTION );
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}
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}
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remove( filename.c_str() );
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int errCaseCount = 0;
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for( int i = 0; i < samples.rows; i++)
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errCaseCount = std::abs(em.predict(samples.row(i)) - firstResult.at<float>(i)) < FLT_EPSILON ? 0 : 1;
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if( errCaseCount > 0 )
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{
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ts->printf( cvtest::TS::LOG, "Different prediction results before writeing and after reading (errCaseCount=%d).\n", errCaseCount );
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code = cvtest::TS::FAIL_BAD_ACCURACY;
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}
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ts->set_failed_test_info( code );
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}
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};
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TEST(ML_KMeans, accuracy) { CV_KMeansTest test; test.safe_run(); }
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TEST(ML_KNearest, accuracy) { CV_KNearestTest test; test.safe_run(); }
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TEST(ML_EM, accuracy) { CV_EMTest test; test.safe_run(); }
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TEST(ML_EM, smoke) { CV_EMTest_Smoke test; test.safe_run(); }
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