preprocess_scale_test.cpp File Reference

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

Include dependency graph for preprocess_scale_test.cpp:

Classes
struct	PreprocessScaleTestFixture

Macros
#define	BINDING_TYPE   BINDING_TYPE_TEST

Functions
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "TwoScalerTest", "[PreprocessScaleMainTest][BindingTests]")
	Check that two different scalers give two different output.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "TwoOptionTest", "[PreprocessScaleMainTest][BindingTests]")
	Check that two different option for a particular scaler give two different output.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "UnrelatedOptionTest", "[PreprocessScaleMainTest][BindingTests]")
	Check that passing unrelated option don't change anything.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "InverseScalingTest", "[PreprocessScaleMainTest][BindingTests]")
	Check Inverse Scaling is working.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "SavedModelTest", "[PreprocessScaleMainTest][BindingTests]")
	Check Saved model is working.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "EpsilonTest", "[PreprocessScaleMainTest][BindingTests]")
	Check different epsilon for PCA give two different output.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "InvalidEpsilonTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for invalid epsilon.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "InvalidRangeTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for invalid range in min_max_scaler.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "InvalidScalerTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for invalid scaler type.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "StandardScalerBindingTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for Standard scaler type.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "MaxAbsScalerBindingTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for MaxAbs scaler type.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "MinMaxScalerBindingTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for MinMax scaler type.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "PCAScalerBindingTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for PCA scaler type.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "ZCAScalerBindingTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for ZCA scaler type.
	TEST_CASE_METHOD (PreprocessScaleTestFixture, "MeanNormalizationBindingTest", "[PreprocessScaleMainTest][BindingTests]")
	Check for Mean Normalization scaler type.

Detailed Description

Author

Jeffin Sam

Test mlpackMain() of preprocess_scale_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.