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#include <BALLTestConfig.h>
#include <BALL/CONCEPT/classTest.h>
#include <BALL/QSAR/QSARData.h>
#include <BALL/QSAR/ldaModel.h>
using namespace BALL;
using namespace BALL::QSAR;
START_TEST(LDA-model)
PRECISION(1E-7)
QSARData data;
data.readCSVFile(BALL_TEST_DATA_PATH(Regression_test.csv),1,1,1,"\t",0,0);
QSARData data2;
data2.readCSVFile(BALL_TEST_DATA_PATH(Regression_test2.csv),1,1,1,"\t",0,0);
CHECK(LDA-model)
LDAModel model(data);
model.readTrainingData();
model.train();
model.validation->testInputData();
double quality=model.validation->getFitRes();
TEST_REAL_EQUAL(quality, 1.0)
TEST_REAL_EQUAL((*model.validation->getClassResults())[0], 1.00)
TEST_REAL_EQUAL((*model.validation->getClassResults())[1], 1.00)
TEST_REAL_EQUAL((*model.validation->getClassResults())[2], 1.00)
TEST_REAL_EQUAL((*model.validation->getClassResults())[3], 1.00)
RESULT
CHECK(LDA-model2)
LDAModel model(data2);
model.readTrainingData();
model.train();
model.validation->testInputData();
double quality=model.validation->getFitRes();
TEST_REAL_EQUAL(quality, 0.75)
TEST_REAL_EQUAL((*model.validation->getClassResults())[0], 0.75)
TEST_REAL_EQUAL((*model.validation->getClassResults())[1], 1.00)
TEST_REAL_EQUAL((*model.validation->getClassResults())[2], 0.50)
RESULT
END_TEST
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