linear_regression_test.cpp File Reference

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

Include dependency graph for linear_regression_test.cpp:

Classes
struct	LRTestFixture

Macros
#define	BINDING_TYPE   BINDING_TYPE_TEST

Functions
void	ResetSettings ()
	TEST_CASE_METHOD (LRTestFixture, "LRDifferentLambdas", "[LinearRegressionMainTest][BindingTests]")
	Training a model with different regularization parameter and ensuring that predictions are different.
	TEST_CASE_METHOD (LRTestFixture, "LRResponsesRepresentation", "[LinearRegressionMainTest][BindingTests]")
	Checking two options of specifying responses (extra row in train matrix and extra parameter) and ensuring that predictions are the same.
	TEST_CASE_METHOD (LRTestFixture, "LRModelReload", "[LinearRegressionMainTest][BindingTests]")
	Check that model can saved / loaded and used. More...
	TEST_CASE_METHOD (LRTestFixture, "LRWrongResponseSizeTest", "[LinearRegressionMainTest][BindingTests]")
	Ensuring that response size is checked.
	TEST_CASE_METHOD (LRTestFixture, "LRWrongDimOfDataTest1t", "[LinearRegressionMainTest][BindingTests]")
	Ensuring that test data dimensionality is checked.
	TEST_CASE_METHOD (LRTestFixture, "LRWrongDimOfDataTest2", "[LinearRegressionMainTest][BindingTests]")
	Ensuring that test data dimensionality is checked when model is loaded.
	TEST_CASE_METHOD (LRTestFixture, "LRPredictionSizeCheck", "[LinearRegressionMainTest][BindingTests]")
	Checking that that size and dimensionality of prediction is correct.
	TEST_CASE_METHOD (LRTestFixture, "LRNoResponses", "[LinearRegressionMainTest][BindingTests]")
	Ensuring that absence of responses is checked.
	TEST_CASE_METHOD (LRTestFixture, "LRNoTrainingData", "[LinearRegressionMainTest][BindingTests]")
	Ensuring that absence of training data is checked.

Detailed Description

Author

Eugene Freyman

Test mlpackMain() of linear_regression_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.

Function Documentation

TEST_CASE_METHOD()

TEST_CASE_METHOD	(	LRTestFixture	,
		"LRModelReload"	,
		""	[LinearRegressionMainTest][BindingTests]
	)

Check that model can saved / loaded and used.

Ensuring that results are the same.