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TestTypes.h
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TestTypes.h
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/*
* Copyright (c) The Shogun Machine Learning Toolbox
* Written (w) 2016 Soumyajit De
* 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.
*
* 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 OWNER 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.
*
* The views and conclusions contained in the software and documentation are those
* of the authors and should not be interpreted as representing official policies,
* either expressed or implied, of the Shogun Development Team.
*/
#ifndef TEST_TYPES_H__
#define TEST_TYPES_H__
namespace shogun
{
namespace internal
{
/**
* @brief Meta test-type for 1-distribution statistical tests.
*/
struct OneDistributionTest
{
/** defines the number of feature objects required */
static constexpr index_t num_feats = 1;
};
/**
* @brief Meta test-type for 2-distribution statistical tests.
*/
struct TwoDistributionTest
{
/** defines the number of feature objects required */
static constexpr index_t num_feats = 2;
};
/**
* @brief Meta test-type for 3-distribution statistical tests.
*/
struct ThreeDistributionTest
{
/** defines the number of feature objects required */
static constexpr index_t num_feats = 3;
};
/**
* @brief Meta test-type for goodness-of-fit test.
*/
struct GoodnessOfFitTest : OneDistributionTest
{
/** defines the number of kernel objects required */
static constexpr index_t num_kernels = 1;
};
/**
* @brief Meta test-type for two-sample test.
*/
struct TwoSampleTest : TwoDistributionTest
{
/** defines the number of kernel objects required */
static constexpr index_t num_kernels = 1;
};
/**
* @brief Meta test-type for independence test.
*/
struct IndependenceTest : TwoDistributionTest
{
/** defines the number of kernel objects required */
static constexpr index_t num_kernels = 2;
};
}
}
#endif // TEST_TYPES_H__