/usr/include/shogun/machine/LinearStructuredOutputMachine.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 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 | /*
* 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) 2013 Thoralf Klein
* Written (W) 2012 Fernando José Iglesias García
* Copyright (C) 2012 Fernando José Iglesias García
*/
#ifndef _LINEAR_STRUCTURED_OUTPUT_MACHINE__H__
#define _LINEAR_STRUCTURED_OUTPUT_MACHINE__H__
#include <shogun/features/Features.h>
#include <shogun/machine/StructuredOutputMachine.h>
namespace shogun
{
/** TODO doc */
class CLinearStructuredOutputMachine : public CStructuredOutputMachine
{
public:
/** default constructor */
CLinearStructuredOutputMachine();
/** standard constructor
*
* @param model structured model with application specific functions
* @param labs structured labels
*/
CLinearStructuredOutputMachine(CStructuredModel* model, CStructuredLabels* labs);
/** destructor */
virtual ~CLinearStructuredOutputMachine();
/** set w (useful for modular interfaces)
*
* @param w weight vector to set
*/
void set_w(SGVector< float64_t > w);
/** get w
*
* @return w
*/
SGVector< float64_t > get_w() const;
/**
* apply structured machine to data for Structured Output (SO)
* problem
*
* @param data (test)data to be classified
*
* @return classified 'labels'
*/
virtual CStructuredLabels* apply_structured(CFeatures* data = NULL);
/** Stores feature data of underlying model. Does nothing because
* Linear machines store the normal vector of the separating hyperplane
* and therefore the model anyway
*/
virtual void store_model_features();
/** @return object name */
virtual const char* get_name() const
{
return "LinearStructuredOutputMachine";
}
private:
/** register class members */
void register_parameters();
protected:
/** weight vector */
SGVector< float64_t > m_w;
}; /* class CLinearStructuredOutputMachine */
} /* namespace shogun */
#endif /* _LINEAR_STRUCTURED_OUTPUT_MACHINE__H__ */
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