mirror of https://github.com/CGAL/cgal
39 lines
907 B
C++
39 lines
907 B
C++
namespace CGAL
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{
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namespace Classification
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{
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/*!
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\ingroup PkgClassificationConcepts
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\cgalConcept
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Concept describing a classifier used by classification functions (see
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`CGAL::Classification::classify()`, `CGAL::Classification::classify_with_local_smoothing()` and
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`CGAL::Classification::classify_with_graphcut()`).
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\cgalHasModelsBegin
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\cgalHasModels{CGAL::Classification::Sum_of_weighted_features_classifier}
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\cgalHasModels{CGAL::Classification::ETHZ::Random_forest_classifier}
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\cgalHasModels{CGAL::Classification::OpenCV::Random_forest_classifier}
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\cgalHasModelsEnd
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*/
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class Classifier
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{
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public:
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/*!
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\brief Computes for each label indexed from 0 to `out.size()`, the
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probability (between 0 and 1) that the item at `item_index`
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belongs to this label.
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*/
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void operator() (std::size_t item_index, std::vector<float>& out) const;
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};
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} // namespace Classification
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} // namespace CGAL
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