GTestPolicy.h

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 *       - Pierre-Henri WUILLEMIN(_at_LIP6)                                 *
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#ifndef GUM_MULTI_DIM_FUNCTION_GRAPH_G_TEST_POLICY_H
#define GUM_MULTI_DIM_FUNCTION_GRAPH_G_TEST_POLICY_H
// ============================================================================
#include <agrum/FMDP/learning/core/chiSquare.h>
#include <agrum/FMDP/learning/core/contingencyTable.h>
#include <agrum/FMDP/learning/core/testPolicy/ITestPolicy.h>
#include <agrum/FMDP/learning/core/tupleHashFunc.h>
 
// ============================================================================
 
namespace gum {
 
  //  template <typename GUM_SCALAR>
  //  using ConTab = ContingencyTable<Idx, GUM_SCALAR>;

  template < typename GUM_SCALAR >
  class GTestPolicy final: public ITestPolicy< GUM_SCALAR > {
    public:
    // ############################################################################
    // ############################################################################
 
    // ============================================================================
    // ============================================================================
    GTestPolicy() : ITestPolicy< GUM_SCALAR >(), _conTab_(), _GStat_(0) {
      GUM_CONSTRUCTOR(GTestPolicy);
    }
 
    // ============================================================================
    // ============================================================================
    virtual ~GTestPolicy() {
      GUM_DESTRUCTOR(GTestPolicy);
      ;
    }
 
    // ============================================================================
    // ============================================================================
    void* operator new(size_t s) { return SmallObjectAllocator::instance().allocate(s); }
 
    void operator delete(void* p) {
      SmallObjectAllocator::instance().deallocate(p, sizeof(GTestPolicy));
    }

 
    // ############################################################################
    // ############################################################################
 
    // ============================================================================
    // ============================================================================
    void addObservation(Idx iattr, GUM_SCALAR ivalue);

 
 
    // ############################################################################
    // ############################################################################
 
    // ============================================================================
    // ============================================================================
    bool isTestRelevant() const {
      return (this->nbObservation() > 20 && this->nbObservation() > _conTab_.attrASize() * 5);
    }
 
    // ============================================================================
    // ============================================================================
    void computeScore() const;
 
    // ============================================================================
    // ============================================================================
    double score() const;
 
    // ============================================================================
    // ============================================================================
    double secondaryscore() const;
 

 
 
    // ############################################################################
    // ############################################################################
 
    // ============================================================================
    // ============================================================================
    void add(const GTestPolicy< GUM_SCALAR >& src);
 
    // ============================================================================
    // ============================================================================
    const ContingencyTable< Idx, GUM_SCALAR >& ct() const { return _conTab_; }

 
 
    // ############################################################################
    // ############################################################################
 
    std::string toString() const {
      std::stringstream ss;
      ss << ITestPolicy< GUM_SCALAR >::toString() << "\t\t\tContingency Table : " << std::endl
         << _conTab_.toString() << std::endl
         << "\t\t\tGStat : " << _GStat_ << std::endl
         << "\t\t\tGStat : " << this->secondaryscore() << std::endl;
      return ss.str();
    }

 
    private:
    ContingencyTable< Idx, GUM_SCALAR > _conTab_;
    mutable double                      _GStat_;
  };
 
}   // End of namespace gum
 
#include <agrum/FMDP/learning/core/testPolicy/GTestPolicy_tpl.h>
 
#endif /* GUM_MULTI_DIM_FUNCTION_GRAPH_G_TEST_POLICY_H */