54 lines
2.0 KiB
C++
54 lines
2.0 KiB
C++
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///-------------------------------------------------------------------------------------------------
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///
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/// \file test_Classifier.hpp
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/// \brief Tests for Classifier Functions.
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/// \author Thibaut Monseigne (Inria).
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/// \version 1.0.
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/// \date 09/01/2019.
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/// \copyright <a href="https://choosealicense.com/licenses/agpl-3.0/">GNU Affero General Public License v3.0</a>.
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///
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///-------------------------------------------------------------------------------------------------
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#pragma once
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#include "gtest/gtest.h"
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#include "misc.hpp"
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#include "init.hpp"
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#include <geometry/Classification.hpp>
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//---------------------------------------------------------------------------------------------------
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class Tests_Classifier : public testing::Test
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{
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protected:
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std::vector<std::vector<Eigen::RowVectorXd>> m_dataSet;
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void SetUp() override
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{
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const std::vector<Eigen::RowVectorXd> tmp = InitFeaturization::TangentSpace::Reference();
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m_dataSet = Geometry::Vector1DTo2D(tmp, { NB_TRIALS1, NB_TRIALS2 });
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}
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};
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//---------------------------------------------------------------------------------------------------
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//---------------------------------------------------------------------------------------------------
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TEST_F(Tests_Classifier, LSQR)
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{
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const Eigen::MatrixXd ref = InitClassif::LSQR::Reference();
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Eigen::MatrixXd calc;
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Geometry::LSQR(m_dataSet, calc);
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EXPECT_TRUE(isAlmostEqual(ref, calc)) << ErrorMsg("LSQR", ref, calc);
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}
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//---------------------------------------------------------------------------------------------------
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//---------------------------------------------------------------------------------------------------
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TEST_F(Tests_Classifier, FgDACompute)
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{
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const Eigen::MatrixXd ref = InitClassif::FgDACompute::Reference();
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Eigen::MatrixXd calc;
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Geometry::FgDACompute(m_dataSet, calc);
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EXPECT_TRUE(isAlmostEqual(ref, calc)) << ErrorMsg("FgDA", ref, calc);
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}
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//---------------------------------------------------------------------------------------------------
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