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RANSACModel.h
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31 // $Maintainer: George Rosenberger $
32 // $Authors: George Rosenberger, Hannes Roest, Chris Bielow $
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34 
35 #ifndef OPENMS_MATH_MISC_RANSACMODEL_H
36 #define OPENMS_MATH_MISC_RANSACMODEL_H
37 
38 #include <OpenMS/config.h>
39 
40 #include <cstddef> // for size_t & ptrdiff_t
41 #include <vector>
42 #include <string>
43 
44 namespace OpenMS
45 {
46 
47  namespace Math
48  {
49 
58  template<class ModelT = int> // dummy default to allow easy access to public typedefs
60  {
61  public:
62  typedef std::pair<double, double> DPair;
63  typedef std::vector<DPair> DVec;
64  typedef DVec::const_iterator DVecIt;
65  typedef std::vector<double> ModelParameters;
66 
67 
69  ModelParameters rm_fit(const DVecIt& begin, const DVecIt& end) const
70  {
71  return static_cast<const ModelT*>(this)->rm_fit_impl(begin, end);
72  }
73 
83  double rm_rsq(const DVecIt& begin, const DVecIt& end) const
84  {
85  return static_cast<const ModelT*>(this)->rm_rsq_impl(begin, end);
86  }
87 
89  double rm_rss(const DVecIt& begin, const DVecIt& end, const ModelParameters& coefficients) const
90  {
91  return static_cast<const ModelT*>(this)->rm_rss_impl(begin, end, coefficients);
92  }
93 
96  DVec rm_inliers(const DVecIt& begin, const DVecIt& end, const ModelParameters& coefficients, double max_threshold) const
97  {
98  return static_cast<const ModelT*>(this)->rm_inliers_impl(begin, end, coefficients, max_threshold);
99  }
100  };
101 
102  }
103 
104 
105 }
106 #endif // OPENMS_MATH_MISC_RANSACMODEL_H
ModelParameters rm_fit(const DVecIt &begin, const DVecIt &end) const
fit a model and return its parameters
Definition: RANSACModel.h:69
Main OpenMS namespace.
Definition: FeatureDeconvolution.h:47
DVec::const_iterator DVecIt
Definition: RANSACModel.h:64
std::vector< double > ModelParameters
Definition: RANSACModel.h:65
std::vector< DPair > DVec
Definition: RANSACModel.h:63
std::pair< double, double > DPair
Definition: RANSACModel.h:62
double rm_rsq(const DVecIt &begin, const DVecIt &end) const
Returns the R-squared of the data applied to the model (computed on-the-fly).
Definition: RANSACModel.h:83
DVec rm_inliers(const DVecIt &begin, const DVecIt &end, const ModelParameters &coefficients, double max_threshold) const
Definition: RANSACModel.h:96
double rm_rss(const DVecIt &begin, const DVecIt &end, const ModelParameters &coefficients) const
calculates the residual sum of squares of the input points according to the model ...
Definition: RANSACModel.h:89
Generic plug-in template base class using &#39;Curiously recurring template pattern&#39; (CRTP) to allow for ...
Definition: RANSACModel.h:59

OpenMS / TOPP release 2.3.0 Documentation generated on Tue Jan 9 2018 18:22:03 using doxygen 1.8.13