main/cpp/All_8hpp_source.html

#pragma once


#include "models/strategies/vars/VariableSelection.hpp"

#include "models/strategies/Strategy.hpp"


namespace ppforest2::vars {


  class All : public VariableSelection {

  protected:

    void compute(NodeContext& ctx, stats::RNG& rng) const override;


  public:

    nlohmann::json to_json() const override;

    std::string display_name() const override { return "All variables"; }


    std::set<types::Mode> supported_modes() const override {

      return {types::Mode::Classification, types::Mode::Regression};

    }


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


    PPFOREST2_REGISTER_STRATEGY(VariableSelection, "all")

  };


}


Strategy.hpp

PPFOREST2_REGISTER_STRATEGY
#define PPFOREST2_REGISTER_STRATEGY(StrategyBase, name)
Auto-registration macro for strategy factories.
Definition Strategy.hpp:185

VariableSelection.hpp

Strategy< VariableSelection >::Ptr
std::shared_ptr< VariableSelection > Ptr
Definition Strategy.hpp:95

ppforest2::vars::All
Selects all variables (no variable selection).
Definition All.hpp:13

ppforest2::vars::All::compute
void compute(NodeContext &ctx, stats::RNG &rng) const override
Subclass implementation of variable selection.

ppforest2::vars::All::from_json
static VariableSelection::Ptr from_json(nlohmann::json const &j)

ppforest2::vars::All::supported_modes
std::set< types::Mode > supported_modes() const override
Training modes this strategy supports.
Definition All.hpp:20

ppforest2::vars::All::to_json
nlohmann::json to_json() const override
Serialize this strategy's configuration to JSON.

ppforest2::vars::All::display_name
std::string display_name() const override
Human-readable name for display in summaries.
Definition All.hpp:19

ppforest2::vars::VariableSelection
Abstract strategy for variable selection.
Definition VariableSelection.hpp:27

ppforest2::stats::RNG
pcg32 RNG
Definition Stats.hpp:24

ppforest2::types::Mode::Classification
@ Classification
Definition Types.hpp:58

ppforest2::types::Mode::Regression
@ Regression
Definition Types.hpp:58

ppforest2::vars
Definition All.hpp:6

ppforest2::NodeContext
Mutable context accumulating intermediate results during node training.
Definition NodeContext.hpp:20