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#include <BALLTestConfig.h>
#include <BALL/CONCEPT/classTest.h>
#include <BALL/QSAR/QSARData.h>
#include <BALL/QSAR/gpModel.h>
using namespace BALL;
using namespace BALL::QSAR;
START_TEST(GP-model)
PRECISION(1E-2)
QSARData data;
data.readCSVFile(BALL_TEST_DATA_PATH(Regression_test.csv),1,1,1," ",0,0);
CHECK(GP-model)
GPModel model(data,2,0.005);
model.readTrainingData();
model.train();
const Eigen::MatrixXd* res = model.getTrainingResult();
TEST_EQUAL(res->rows(),5)
// NOTE: The first and last line are numerically quite unstable ... so we don't test them
// since we would always drown in false positives
// TEST_REAL_EQUAL((*res)[0],61.60615)
TEST_REAL_EQUAL((*res)(1,0),307.402)
TEST_REAL_EQUAL((*res)(2,0),-478.8941)
TEST_REAL_EQUAL((*res)(3,0),56.16572)
// TEST_REAL_EQUAL((*res)[4],61.60615)
RESULT
END_TEST
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