precision.hpp

Go to the documentation of this file.

#ifndef MLPACK_CORE_CV_METRICS_PRECISION_HPP
#define MLPACK_CORE_CV_METRICS_PRECISION_HPP

#include <mlpack/core.hpp>
#include <mlpack/core/cv/metrics/average_strategy.hpp>

namespace mlpack {
namespace cv {

template<AverageStrategy AS, size_t PositiveClass = 1>
class Precision
{
 public:
  template<typename MLAlgorithm, typename DataType>
  static double Evaluate(MLAlgorithm& model,
                         const DataType& data,
                         const arma::Row<size_t>& labels);

  static const bool NeedsMinimization = false;

 private:
  template<AverageStrategy _AS,
           typename MLAlgorithm,
           typename DataType,
           typename = std::enable_if_t<_AS == Binary>>
  static double Evaluate(MLAlgorithm& model,
                        const DataType& data,
                        const arma::Row<size_t>& labels);

  template<AverageStrategy _AS,
           typename MLAlgorithm,
           typename DataType,
           typename = std::enable_if_t<_AS == Micro>,
           typename = void>
  static double Evaluate(MLAlgorithm& model,
                        const DataType& data,
                        const arma::Row<size_t>& labels);

  template<AverageStrategy _AS,
           typename MLAlgorithm,
           typename DataType,
           typename = std::enable_if_t<_AS == Macro>,
           typename = void,
           typename = void>
  static double Evaluate(MLAlgorithm& model,
                        const DataType& data,
                        const arma::Row<size_t>& labels);
};

} // namespace cv
} // namespace mlpack

// Include implementation.
#include "precision_impl.hpp"

#endif