/usr/include/shogun/evaluation/CrossValidationMKLStorage.h is in libshogun-dev 3.2.0-7.3build4.
This file is owned by root:root, with mode 0o644.
The actual contents of the file can be viewed below.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | /*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 3 of the License, or
* (at your option) any later version.
*
* Written (W) 2012 Heiko Strathmann
*
*/
#ifndef __CROSSVALIDATIONMKLSTORAGE_H_
#define __CROSSVALIDATIONMKLSTORAGE_H_
#include <shogun/evaluation/CrossValidationOutput.h>
#include <shogun/lib/SGMatrix.h>
namespace shogun
{
class CMachine;
class CLabels;
class CEvaluation;
/** @brief Class for storing MKL weights in every fold of cross-validation */
class CCrossValidationMKLStorage: public CCrossValidationOutput
{
public:
/** constructor */
CCrossValidationMKLStorage() : CCrossValidationOutput() {}
/** destructor */
virtual ~CCrossValidationMKLStorage() {};
/** @return name of SG_SERIALIZABLE */
virtual const char* get_name() const { return "CrossValidationMKLStorage"; }
/** update trained machine. Here, stores MKL weights in local matrix
*
* @param machine trained machine instance
* @param prefix prefix for output
*/
virtual void update_trained_machine(CMachine* machine,
const char* prefix="");
/** @return mkl weights matrix, one set of weights per column,
* num_folds*num_runs columns, one fold after another */
virtual SGMatrix<float64_t> get_mkl_weights() { return m_mkl_weights; }
protected:
/** storage for MKL weights, one set per column
* num_kernel times num_folds*num_runs matrix where all folds of a runs
* are added one after another */
SGMatrix<float64_t> m_mkl_weights;
};
}
#endif /* __CROSSVALIDATIONMKLSTORAGE_H_ */
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