/usr/include/shogun/latent/LatentSOSVM.h is in libshogun-dev 3.2.0-7.5.
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 | /*
* 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 Viktor Gal
* Copyright (C) 2012 Viktor Gal
*/
#ifndef __LATENTSOSVM_H__
#define __LATENTSOSVM_H__
#include <shogun/machine/LinearLatentMachine.h>
#include <shogun/machine/LinearStructuredOutputMachine.h>
namespace shogun
{
/** @brief class Latent Structured Output SVM,
* an structured output based machine for classification
* problems with latent variables.
*/
class CLatentSOSVM: public CLinearLatentMachine
{
public:
/** default ctor*/
CLatentSOSVM();
/**
*
* @param model
* @param so_solver
* @param C
*/
CLatentSOSVM(CLatentModel* model, CLinearStructuredOutputMachine* so_solver, float64_t C);
virtual ~CLatentSOSVM();
/** apply linear machine to data
*
* @return classified labels
*/
virtual CLatentLabels* apply_latent();
/** set SO solver that is going to be used
*
* @param so SO machine
*/
void set_so_solver(CLinearStructuredOutputMachine* so);
/** Returns the name of the SGSerializable instance.
*
* @return name of the SGSerializable
*/
virtual const char* get_name() const { return "LatentSOSVM"; }
protected:
/** do inner loop with given cooling epsilon
*
* @param cooling_eps cooling epsilon
*/
virtual float64_t do_inner_loop(float64_t cooling_eps);
private:
void register_parameters();
private:
/** Linear Structured Solver */
CLinearStructuredOutputMachine* m_so_solver;
};
}
#endif /* __LATENTSOSVM_H__ */
|