knn_test.cpp File Reference

#include <string>
#include <mlpack/core.hpp>
#include <mlpack/core/util/mlpack_main.hpp>
#include "test_helper.hpp"
#include <mlpack/methods/neighbor_search/knn_main.cpp>
#include "../test_catch_tools.hpp"
#include "../catch.hpp"

Include dependency graph for knn_test.cpp:

Classes
struct	KNNTestFixture

Macros
#define	BINDING_TYPE   BINDING_TYPE_TEST

Functions
	TEST_CASE_METHOD (KNNTestFixture, "KNNEqualDimensionTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNInvalidKTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNInvalidKQueryDataTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNLeafSizeTest", "[KNNMainTest][BindingTests]")
	Check that we can't specify a negative leaf size.
	TEST_CASE_METHOD (KNNTestFixture, "KNNRefModelTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNInvalidTreeTypeTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNInvalidAlgoTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNInvalidEpsilonTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNInvalidTauTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNInvalidRhoTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNOutputDimensionTest", "[KNNMainTest][BindingTests]")
	Make sure that dimensions of the neighbors and distances matrices are correct given a value of k.
	TEST_CASE_METHOD (KNNTestFixture, "KNNModelReuseTest", "[KNNMainTest][BindingTests]")
	Ensure that saved model can be used again.
	TEST_CASE_METHOD (KNNTestFixture, "KNNDifferentTauTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNDifferentRhoTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNDifferentEpsilonTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNRandomBasisTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNTrueNeighborDistanceTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNAllAlgorithmsTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNAllTreeTypesTest", "[KNNMainTest][BindingTests]")
	TEST_CASE_METHOD (KNNTestFixture, "KNNDifferentLeafSizes", "[KNNMainTest][BindingTests]")
	Ensure that different leaf sizes give different results.

Detailed Description

Author

Atharva Khandait

Heet Sankesara

Test mlpackMain() of knn_main.cpp.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.