#include <string>#include <mlpack/core.hpp>#include <mlpack/core/util/mlpack_main.hpp>#include <mlpack/methods/sparse_coding/sparse_coding_main.cpp>#include "test_helper.hpp"#include "../catch.hpp"#include "../test_catch_tools.hpp"
Include dependency graph for sparse_coding_test.cpp:
Classes | |
| struct | SparseCodingTestFixture |
Macros | |
| #define | BINDING_TYPE BINDING_TYPE_TEST |
Functions | |
| void | LoadData (arma::mat &inputData, arma::mat &testData) |
| Helper function to load datasets. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingOutputDimensionTest", "[SparseCodingMainTest][BindingTests]") | |
| Make sure that output points in dictionary equals number of atoms passed and codes have desired dimension. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingNormalizationTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that training data is normalized if normalize parameter is set to true. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingBoundsTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that l1, l2, max_iterations, objective_tolerance, newton_tolerance value is always non-negative and number of atoms is always positive. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingReqAtomsTest", "[SparseCodingMainTest][BindingTests]") | |
| Make sure atoms are specified if training data is passed. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingModelVerTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure only one of input_model or initial_dictionary is specified. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingAtomsVerTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that specified number of atoms and initial_dictionary atoms are equal. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingRowsVerTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that input data and initial_dictionary have same number of rows. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingDataDimensionalityTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that training data and test data have same dimensionality w.r.t rows. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingModelReuseTest", "[SparseCodingMainTest][BindingTests]") | |
| Check that saved model can be reused again. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingDiffMaxItrTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that for different value of max iterations outputs are different. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingDiffObjToleranceTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that for different value of objective_tolerance outputs are different. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingDiffNewtonToleranceTest", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that for different value of newton_tolerance outputs are different. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingDiffL1Test", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that for different value of lambda1 outputs are different. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingDiffL2Test", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that for different value of lambda2 outputs are different. | |
| TEST_CASE_METHOD (SparseCodingTestFixture, "SparseCodingDiffL1L2Test", "[SparseCodingMainTest][BindingTests]") | |
| Ensure that for different value of lambda1 & lambda2 outputs are different. | |
Detailed Description
Test mlpackMain() of sparse_coding_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.
