main/cpp/SRMeanOfMeansStrategy_8hpp_source.html

#pragma once


#include "models/SRStrategy.hpp"

#include "models/Strategy.hpp"

#include "utils/JsonValidation.hpp"


namespace ppforest2::sr {


  struct SRMeanOfMeansStrategy : public SRStrategy {

    void to_json(nlohmann::json& j) const override;

    std::string display_name() const override { return "Mean of means"; }


    types::Feature threshold(types::FeatureMatrix const& group_1,

                             types::FeatureMatrix const& group_2,

                             pp::Projector const& projector) const override;


    static SRStrategy::Ptr from_json(nlohmann::json const& j);


    PPFOREST2_REGISTER_STRATEGY(SRStrategy, "mean_of_means")

  };


  SRStrategy::Ptr mean_of_means();

}


JsonValidation.hpp

SRStrategy.hpp

Strategy.hpp

PPFOREST2_REGISTER_STRATEGY
#define PPFOREST2_REGISTER_STRATEGY(StrategyBase, name)
Auto-registration macro for strategy factories.
Definition Strategy.hpp:100

ppforest2::pp::Projector
types::FeatureVector Projector
Column vector of projection coefficients (one per variable).
Definition Projector.hpp:6

ppforest2::sr
Split rule strategies for computing decision thresholds.
Definition SRMeanOfMeansStrategy.hpp:7

ppforest2::sr::mean_of_means
SRStrategy::Ptr mean_of_means()
Factory function for a mean-of-means split strategy.

ppforest2::types::FeatureMatrix
Eigen::Matrix< Feature, Eigen::Dynamic, Eigen::Dynamic > FeatureMatrix
Dynamic-size matrix of feature values.
Definition Types.hpp:24

ppforest2::types::Feature
float Feature
Scalar type for feature values (float or double).
Definition Types.hpp:17

Strategy< SRStrategy >::Ptr
std::shared_ptr< SRStrategy > Ptr
Definition Strategy.hpp:24

ppforest2::sr::SRMeanOfMeansStrategy
Split threshold as the mean of two group means.
Definition SRMeanOfMeansStrategy.hpp:15

ppforest2::sr::SRMeanOfMeansStrategy::to_json
void to_json(nlohmann::json &j) const override
Serialize this strategy's configuration to JSON.

ppforest2::sr::SRMeanOfMeansStrategy::display_name
std::string display_name() const override
Human-readable name for display in summaries.
Definition SRMeanOfMeansStrategy.hpp:17

ppforest2::sr::SRMeanOfMeansStrategy::threshold
types::Feature threshold(types::FeatureMatrix const &group_1, types::FeatureMatrix const &group_2, pp::Projector const &projector) const override
Compute the split threshold for two groups.

ppforest2::sr::SRMeanOfMeansStrategy::from_json
static SRStrategy::Ptr from_json(nlohmann::json const &j)

ppforest2::sr::SRStrategy
Abstract strategy for computing the split threshold.
Definition SRStrategy.hpp:29