SHOGUN  6.0.0
MaxCrossValidation.h
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1 /*
2  * Copyright (c) The Shogun Machine Learning Toolbox
3  * Written (W) 2012 - 2013 Heiko Strathmann
4  * Written (w) 2014 - 2017 Soumyajit De
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31 
32 #ifndef MAX_CROSS_VALIDATION_H__
33 #define MAX_CROSS_VALIDATION_H__
34 
35 #include <shogun/lib/common.h>
37 
38 namespace shogun
39 {
40 
41 class CKernel;
42 class CMMD;
43 template <typename T> class SGVector;
44 
45 namespace internal
46 {
47 #ifndef DOXYGEN_SHOULD_SKIP_THIS
48 class MaxCrossValidation : public KernelSelection
49 {
50 public:
51  MaxCrossValidation(KernelManager&, CMMD*, const index_t&, const index_t&, const float64_t&);
52  MaxCrossValidation(const MaxCrossValidation& other)=delete;
53  ~MaxCrossValidation();
54  MaxCrossValidation& operator=(const MaxCrossValidation& other)=delete;
55  virtual CKernel* select_kernel() override;
56  virtual SGVector<float64_t> get_measure_vector() override;
57  virtual SGMatrix<float64_t> get_measure_matrix() override;
58 protected:
59  virtual void init_measures() override;
60  virtual void compute_measures() override;
61  const index_t num_runs;
62  const index_t num_folds;
63  const float64_t alpha;
64  SGMatrix<float64_t> rejections;
65  SGVector<float64_t> measures;
66 };
67 #endif // DOXYGEN_SHOULD_SKIP_THIS
68 }
69 
70 }
71 
72 #endif // MAX_CROSS_VALIDATION_H__
int32_t index_t
Definition: common.h:72
double float64_t
Definition: common.h:60
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18

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