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#include <BALLTestConfig.h>
#include <BALL/CONCEPT/classTest.h>
#include <BALL/QSAR/QSARData.h>
#include <BALL/QSAR/kpcrModel.h>
using namespace BALL;
using namespace BALL::QSAR;
START_TEST(KPCR-model)
PRECISION(1E-5)
QSARData data;
data.readCSVFile(BALL_TEST_DATA_PATH(Regression_test.csv),1,1,1," ",0,0);
CHECK(KPCR-model)
KPCRModel model(data,2,0.005);
model.readTrainingData();
model.train();
const Eigen::MatrixXd* res = model.getTrainingResult();
TEST_EQUAL(res->rows(),5)
TEST_REAL_EQUAL((*res)(0,0),-23.62431)
TEST_REAL_EQUAL((*res)(1,0),14.25058)
TEST_REAL_EQUAL((*res)(2,0),1.784667)
TEST_REAL_EQUAL((*res)(3,0),37.10245)
TEST_REAL_EQUAL((*res)(4,0),-23.62431)
RESULT
END_TEST
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