OpenMS
RansacModelQuadratic Class Reference

Implementation of a quadratic RANSAC model fit. More...

#include <OpenMS/ML/RANSAC/RANSACModelQuadratic.h>

Inheritance diagram for RansacModelQuadratic:
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Collaboration diagram for RansacModelQuadratic:
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Static Public Member Functions

static ModelParameters rm_fit_impl (const DVecIt &begin, const DVecIt &end)
 
static double rm_rsq_impl (const DVecIt &begin, const DVecIt &end)
 
static double rm_rss_impl (const DVecIt &begin, const DVecIt &end, const ModelParameters &coefficients)
 
static DVec rm_inliers_impl (const DVecIt &begin, const DVecIt &end, const ModelParameters &coefficients, double max_threshold)
 

Additional Inherited Members

- Public Types inherited from RansacModel< RansacModelQuadratic >
typedef std::pair< double, double > DPair
 
typedef std::vector< DPairDVec
 
typedef DVec::const_iterator DVecIt
 
typedef std::vector< double > ModelParameters
 
- Public Member Functions inherited from RansacModel< RansacModelQuadratic >
ModelParameters rm_fit (const DVecIt &begin, const DVecIt &end) const
 fit a model and return its parameters More...
 
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). More...
 
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 More...
 
DVec rm_inliers (const DVecIt &begin, const DVecIt &end, const ModelParameters &coefficients, double max_threshold) const
 

Detailed Description

Implementation of a quadratic RANSAC model fit.

Using generic plug-in template base class 'RansacModel' using 'Curiously recurring template pattern' (CRTP).

Member Function Documentation

◆ rm_fit_impl()

static ModelParameters rm_fit_impl ( const DVecIt begin,
const DVecIt end 
)
static

◆ rm_inliers_impl()

static DVec rm_inliers_impl ( const DVecIt begin,
const DVecIt end,
const ModelParameters coefficients,
double  max_threshold 
)
static

◆ rm_rsq_impl()

static double rm_rsq_impl ( const DVecIt begin,
const DVecIt end 
)
static

◆ rm_rss_impl()

static double rm_rss_impl ( const DVecIt begin,
const DVecIt end,
const ModelParameters coefficients 
)
static