perceptron_test.cpp File Reference

#include <mlpack/core.hpp>
#include <mlpack/core/util/mlpack_main.hpp>
#include <mlpack/methods/perceptron/perceptron_main.cpp>
#include "test_helper.hpp"
#include "../catch.hpp"
#include "../test_catch_tools.hpp"

Include dependency graph for perceptron_test.cpp:

Classes
struct	PerceptronTestFixture

Macros
#define	BINDING_TYPE   BINDING_TYPE_TEST

Functions
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronOutputDimensionTest", "[PerceptronMainTest][BindingTests]")
	Ensure that we get desired dimensions when both training data and labels are passed.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronLabelsLessDimensionTest", "[PerceptronMainTest][BindingTests]")
	Check that last row of input file is used as labels when labels are not passed specifically and results are same from both label and labeless models.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronOutputPredictionsCheck", "[PerceptronMainTest][BindingTests]")
	This test can be removed in mlpack 4.0.0. More...
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronModelReuseTest", "[PerceptronMainTest][BindingTests]")
	Ensure that saved model can be used again.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronMaxItrTest", "[PerceptronMainTest][BindingTests]")
	Ensure that max_iterations is always non-negative.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronReTrainWithWrongClasses", "[PerceptronMainTest][BindingTests]")
	Ensuring that re-training of an existing model with different of classes is checked.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronWrongDimOfTestData", "[PerceptronMainTest][BindingTests]")
	Checking for dimensionality of the test data set.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronWrongResponseSizeTest", "[PerceptronMainTest][BindingTests]")
	Ensuring that the response size is checked.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronNoResponsesTest", "[PerceptronMainTest][BindingTests]")
	Ensuring that absence of responses is checked.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronNoTrainingDataTest", "[PerceptronMainTest][BindingTests]")
	Ensuring that absence of training data is checked.
	TEST_CASE_METHOD (PerceptronTestFixture, "PerceptronWrongDimOfTestData2", "[PerceptronMainTest][BindingTests]")
	Ensuring that test data dimensionality is checked when model is loaded.

Detailed Description

Author

Manish Kumar

Test mlpackMain() of perceptron_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	(	PerceptronTestFixture	,
		"PerceptronOutputPredictionsCheck"	,
		""	[PerceptronMainTest][BindingTests]
	)

This test can be removed in mlpack 4.0.0.

This tests that the output and predictions outputs are the same.