#include <string>#include <mlpack/core.hpp>#include <mlpack/core/util/mlpack_main.hpp>#include <mlpack/core/metrics/lmetric.hpp>#include "test_helper.hpp"#include <mlpack/methods/lmnn/lmnn_main.cpp>#include "../test_catch_tools.hpp"#include "../catch.hpp"
Include dependency graph for lmnn_test.cpp:
Classes | |
| struct | LMNNTestFixture |
Macros | |
| #define | BINDING_TYPE BINDING_TYPE_TEST |
Functions | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNExplicitImplicitLabelsTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that, when labels are implicitily given with input, the last column is treated as labels and that we get the desired shape of output. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNOptimizerTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that when we pass optimizer of type lbfgs, we also get the desired shape of output. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNValidDistanceTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that when we pass a valid initial learning point, we get output of the same dimensions. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNValidDistanceTest2", "[LMNNMainTest][BindingTests]") | |
| Ensure that when we pass a valid initial square matrix as the learning point, we get output of the same dimensions. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNInvalidDistanceTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that when we pass an invalid initial learning point, we get output as the square matrix. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNNumTargetsTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that if number of available labels in a class is less than the number of targets, an error occurs. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffNormalizationTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that setting normalize as true results in a different output matrix then when set to false. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffStepSizeTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that output is different when step_size is different. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffToleranceTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that output is different when the tolerance is different. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffBatchSizeTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that output is different when batch_size is different. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffNumTargetsTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that different value of number of targets results in a different output matrix. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffRegularizationTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that different value of regularization results in a different output matrix. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffRangeTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that different value of range results in a different output matrix. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffMaxIterationTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that using a different value of max_iteration results in a different output matrix. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNDiffPassesTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that using a different value of passes results in a different output matrix. | |
| TEST_CASE_METHOD (LMNNTestFixture, "LMNNBoundsTest", "[LMNNMainTest][BindingTests]") | |
| Ensure that number of targets, range, batch size must be always positive and regularization, step size, max iterations, rank, passes & tolerance are always non-negative. | |
Detailed Description
Test mlpackMain() of lmnn_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.
