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Add global fixture with binary label data
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,114 @@ | ||
| /* | ||
| * Copyright (c) 2016, Shogun-Toolbox e.V. <shogun-team@shogun-toolbox.org> | ||
| * All rights reserved. | ||
| * Redistribution and use in source and binary forms, with or without | ||
| * modification, are permitted provided that the following conditions are met: | ||
| * | ||
| * 1. Redistributions of source code must retain the above copyright notice, | ||
| * this list of conditions and the following disclaimer. | ||
| * | ||
| * 2. Redistributions in binary form must reproduce the above copyright | ||
| * notice, this list of conditions and the following disclaimer in the | ||
| * documentation and/or other materials provided with the distribution. | ||
| * | ||
| * 3. Neither the name of the copyright holder nor the names of its | ||
| * contributors may be used to endorse or promote products derived from | ||
| * this software without specific prior written permission. | ||
| * | ||
| * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | ||
| * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
| * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE | ||
| * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE | ||
| * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR | ||
| * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF | ||
| * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS | ||
| * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN | ||
| * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) | ||
| * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | ||
| * POSSIBILITY OF SUCH DAMAGE. | ||
| * | ||
| * Authors: 2016 MikeLing, Viktor Gal, Sergey Lisitsyn, Heiko Strathmann | ||
| */ | ||
|
|
||
| #ifndef BINARY_LABEL_DATA_HPP | ||
| #define BINARY_LABEL_DATA_HPP | ||
|
|
||
| #include <shogun/features/DataGenerator.h> | ||
| #include <shogun/features/DenseFeatures.h> | ||
| #include <shogun/labels/BinaryLabels.h> | ||
|
|
||
| using namespace shogun; | ||
|
|
||
| class GaussianCheckerboard | ||
| { | ||
| public: | ||
| GaussianCheckerboard(const int32_t num_samples) | ||
| { | ||
| SGMatrix<float64_t> data = | ||
| CDataGenerator::generate_gaussians(num_samples, 2, 2); | ||
| CDenseFeatures<float64_t> features(data); | ||
|
|
||
| SGVector<index_t> train_idx(num_samples), test_idx(num_samples); | ||
| SGVector<float64_t> labels(num_samples); | ||
| for (index_t i = 0, j = 0; i < data.num_cols; ++i) | ||
| { | ||
| if (i % 2 == 0) | ||
| train_idx[j] = i; | ||
| else | ||
| test_idx[j++] = i; | ||
|
|
||
| labels[i / 2] = (i < data.num_cols / 2) ? 1.0 : -1.0; | ||
| } | ||
|
|
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| features_train = | ||
| (CDenseFeatures<float64_t>*)features.copy_subset(train_idx); | ||
| features_test = | ||
| (CDenseFeatures<float64_t>*)features.copy_subset(test_idx); | ||
|
|
||
| CBinaryLabels temp_labels = CBinaryLabels(labels); | ||
| labels_train = (CBinaryLabels*)temp_labels.clone(); | ||
| labels_test = (CBinaryLabels*)temp_labels.clone(); | ||
| } | ||
|
|
||
| ~GaussianCheckerboard() | ||
| { | ||
| } | ||
|
|
||
| /* get the traning features */ | ||
| CDenseFeatures<float64_t>* get_features_train() | ||
| { | ||
| return features_train; | ||
| } | ||
|
|
||
| /* get the test features */ | ||
| CDenseFeatures<float64_t>* get_features_test() | ||
| { | ||
| return features_test; | ||
| } | ||
|
|
||
| /* get the test labels */ | ||
| CBinaryLabels* get_labels_train() | ||
| { | ||
| return labels_train; | ||
| } | ||
|
|
||
| /* get the traning labels */ | ||
| CBinaryLabels* get_labels_test() | ||
| { | ||
| return labels_test; | ||
| } | ||
|
|
||
| protected: | ||
| // data for training | ||
| CDenseFeatures<float64_t>* features_train; | ||
|
|
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| // data for testing | ||
| CDenseFeatures<float64_t>* features_test; | ||
|
|
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| // traning label | ||
| CBinaryLabels* labels_train; | ||
|
|
||
| // testing label | ||
| CBinaryLabels* labels_test; | ||
| }; | ||
| #endif |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,66 @@ | ||
| /* | ||
| * Copyright (c) 2016, Shogun-Toolbox e.V. <shogun-team@shogun-toolbox.org> | ||
| * All rights reserved. | ||
| * Redistribution and use in source and binary forms, with or without | ||
| * modification, are permitted provided that the following conditions are met: | ||
| * | ||
| * 1. Redistributions of source code must retain the above copyright notice, | ||
| * this list of conditions and the following disclaimer. | ||
| * | ||
| * 2. Redistributions in binary form must reproduce the above copyright | ||
| * notice, this list of conditions and the following disclaimer in the | ||
| * documentation and/or other materials provided with the distribution. | ||
| * | ||
| * 3. Neither the name of the copyright holder nor the names of its | ||
| * contributors may be used to endorse or promote products derived from | ||
| * this software without specific prior written permission. | ||
| * | ||
| * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | ||
| * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
| * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE | ||
| * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE | ||
| * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR | ||
| * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF | ||
| * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS | ||
| * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN | ||
| * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) | ||
| * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | ||
| * POSSIBILITY OF SUCH DAMAGE. | ||
| * | ||
| * Authors: 2016 MikeLing, Viktor Gal, Sergey Lisitsyn, Heiko Strathmann | ||
| */ | ||
|
|
||
| #ifndef LINEARTESTENVIRONMENT_HPP | ||
| #define LINEARTESTENVIRONMENT_HPP | ||
|
|
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| #include "GaussianCheckerboard.h" | ||
| #include <gtest/gtest.h> | ||
| #include <memory> | ||
|
|
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| using namespace shogun; | ||
| using namespace std; | ||
| using ::testing::Environment; | ||
| class LinearTestEnvironment : public ::testing::Environment | ||
| { | ||
| public: | ||
| LinearTestEnvironment() | ||
| { | ||
| mBinaryLabelData = std::shared_ptr<GaussianCheckerboard>( | ||
| new GaussianCheckerboard(100, 2, 2)); | ||
| } | ||
|
|
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| static LinearTestEnvironment& instance() | ||
| { | ||
| static LinearTestEnvironment mInstance; | ||
| return mInstance; | ||
| } | ||
|
|
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| std::shared_ptr<GaussianCheckerboard> getBinaryLabelData() const | ||
| { | ||
| return mBinaryLabelData; | ||
| } | ||
|
|
||
| protected: | ||
| std::shared_ptr<GaussianCheckerboard> mBinaryLabelData; | ||
| }; | ||
| #endif |