structuralComparator.h

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#ifndef GUM_LEARNING_STRUCTURAL_COMPARATOR_H
#define GUM_LEARNING_STRUCTURAL_COMPARATOR_H

#include <agrum/BN/BayesNet.h>
#include <agrum/graphs/diGraph.h>
#include <agrum/graphs/mixedGraph.h>
#include <agrum/graphs/undiGraph.h>


namespace gum {

  class StructuralComparator {
    public:
    // ##########################################################################
    // ##########################################################################

    StructuralComparator();

    ~StructuralComparator();


    // ##########################################################################
    // ##########################################################################
    void compare(const DiGraph& ref, const DiGraph& test);
    void compare(const UndiGraph& ref, const UndiGraph& test);
    void compare(const MixedGraph& ref, const MixedGraph& test);
    template < typename GS1, typename GS2 >
    void compare(const BayesNet< GS1 >& ref, const BayesNet< GS2 >& test);
    template < typename GUM_SCALAR >
    void compare(const BayesNet< GUM_SCALAR >& ref, const MixedGraph& test);
    template < typename GUM_SCALAR >
    void compare(const MixedGraph& ref, const BayesNet< GUM_SCALAR >& test);

    double precision_skeleton() const;
    double recall_skeleton() const;
    double f_score_skeleton() const;

    double precision() const;
    double recall() const;
    double f_score() const;

    protected:
    private:
    /*   __________________________________________________
     *  |   \predicted |           |           |           |
     *  |true\         |    -->    |    ---    |     X     |
     *  |--------------|-----------|-----------|-----------|
     *  |      -->     | true arc  |wrong edge |wrong none |
     *  |              | mis. arc  |      arc  |      arc  |
     *  |--------------|-----------|-----------|-----------|
     *  |      ---     |wrong arc  | true edge |wrong none |
     *  |              |      edge |           |      edge |
     *  |--------------|-----------|-----------|-----------|
     *  |       X      |wrong arc  |wrong edge | true none |
     *  |              |      none |      none |           |
     *  |______________|___________|___________|___________|
     *
     */
    double __true_edge, __true_arc, __true_none;
    double __wrong_edge_arc, __wrong_edge_none;
    double __wrong_arc_edge, __wrong_arc_none, __misoriented_arc;
    double __wrong_none_edge, __wrong_none_arc;
    // double __precision, __recall, __f_score;
  };

} /* namespace gum */

#include <agrum/BN/algorithms/structuralComparator_tpl.h>

#endif /* GUM_LEARNING_STRUCTURAL_COMPARATOR_H */