lsh_test.cpp File Reference

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

Include dependency graph for lsh_test.cpp:

Classes
struct	LSHTestFixture

Macros
#define	BINDING_TYPE   BINDING_TYPE_TEST

Functions
	TEST_CASE_METHOD (LSHTestFixture, "LSHOutputDimensionTest", "[LSHMainTest][BindingTests]")
	Check that output neighbors and distances have valid dimensions.
	TEST_CASE_METHOD (LSHTestFixture, "LSHParamValidityTest", "[LSHMainTest][BindingTests]")
	Ensure that bucket_size, second_hash_size & number of nearest neighbors are always positive.
	TEST_CASE_METHOD (LSHTestFixture, "LSHModelValidityTest", "[LSHMainTest][BindingTests]")
	Make sure only one of reference data or pre-trained model is passed.
	TEST_CASE_METHOD (LSHTestFixture, "LSHDiffTablesTest", "[LSHMainTest][BindingTests]")
	Check learning process using different tables.
	TEST_CASE_METHOD (LSHTestFixture, "LSHDiffProjectionsTest", "[LSHMainTest][BindingTests]")
	Check learning process using different projections.
	TEST_CASE_METHOD (LSHTestFixture, "LSHDiffHashWidthTest", "[LSHMainTest][BindingTests]")
	Check learning process using different hash_width.
	TEST_CASE_METHOD (LSHTestFixture, "LSHDiffNumProbesTest", "[LSHMainTest][BindingTests]")
	Check learning process using different num_probes.
	TEST_CASE_METHOD (LSHTestFixture, "LSHDiffSecondHashSizeTest", "[LSHMainTest][BindingTests]")
	Check learning process using different second_hash_size.
	TEST_CASE_METHOD (LSHTestFixture, "LSHDiffBucketSizeTest", "[LSHMainTest][BindingTests]")
	Check learning process using different bucket sizes.
	TEST_CASE_METHOD (LSHTestFixture, "LSHModelReuseTest", "[LSHMainTest][BindingTests]")
	Check that saved model can be reused again.
	TEST_CASE_METHOD (LSHTestFixture, "LSHModelTrueNighborsDimTest", "[LSHMainTest][BindingTests]")
	Make sure true_neighbors have valid dimensions.

Detailed Description

Author

Manish Kumar

Test mlpackMain() of lsh_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.