fastmks_test.cpp File Reference

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

Include dependency graph for fastmks_test.cpp:

Classes
struct	FastMKSTestFixture

Macros
#define	BINDING_TYPE   BINDING_TYPE_TEST

Functions
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSEqualDimensionTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSInvalidKTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSZeroKTest", "[FastMKSMainTest][BindingTests]")
	Check that when k is specified, it must be greater than 0.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSInvalidKQueryDataTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSRefModelTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSInvalidKernelTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSOutputDimensionTest", "[FastMKSMainTest][BindingTests]")
	Make sure that dimensions of the indices and kernel matrices are correct given a value of k.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSModelReuseTest", "[FastMKSMainTest][BindingTests]")
	Ensure that saved model can be used again.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSQueryRefTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSNaiveModeTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSTreeTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSBasisTest", "[FastMKSMainTest][BindingTests]")
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSBaseTest", "[FastMKSMainTest][BindingTests]")
	Check that we can't specify base less than 1.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSKernelTest", "[FastMKSMainTest][BindingTests]")
	Ensure that different kernels returns different results.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSOffsetTest", "[FastMKSMainTest][BindingTests]")
	Ensure that offset affects the final result of polynomial and hyptan kernel.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSDegreeTest", "[FastMKSMainTest][BindingTests]")
	Ensure that degree affects the final result of polynomial kernel.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSScaleTest", "[FastMKSMainTest][BindingTests]")
	Ensure that scale affects the final result of hyptan kernel.
	TEST_CASE_METHOD (FastMKSTestFixture, "FastMKSBandwidthTest", "[FastMKSMainTest][BindingTests]")
	Ensure that bandwidth affects the final result of Gaussian, Epanechnikov, and triangular kernel.

Detailed Description

Author

Yashwant Singh

Prabhat Sharma

Test mlpackMain() of fastmks_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.