ppforest2::pp::ProjectionPursuit Class Reference

Abstract strategy for projection pursuit optimization. More...

#include <ProjectionPursuit.hpp>

Classes
struct	Result
	Result of a projection pursuit optimization step. More...

Public Member Functions
void	optimize (NodeContext &ctx, stats::RNG &rng) const
	Find the optimal projection and store it in the context.
Public Member Functions inherited from Strategy< ProjectionPursuit >
virtual	~Strategy ()=default
virtual std::string	display_name () const=0
	Human-readable name for display in summaries.
virtual std::set< ppforest2::types::Mode >	supported_modes () const=0
	Training modes this strategy supports.
virtual nlohmann::json	to_json () const=0
	Serialize this strategy's configuration to JSON.

Protected Member Functions
virtual void	compute (NodeContext &ctx, stats::RNG &rng) const =0

Additional Inherited Members
Public Types inherited from Strategy< ProjectionPursuit >
using	Factory
	Factory function type for deserializing a strategy from JSON.
using	Ptr
Static Public Member Functions inherited from Strategy< ProjectionPursuit >
static Ptr	from_json (nlohmann::json const &j)
	Construct a strategy from its JSON representation.
static bool	register_strategy (std::string const &name, Factory factory)
	Register a concrete strategy for JSON deserialization.

Detailed Description

Abstract strategy for projection pursuit optimization.

Writes ctx.projector and ctx.pp_index_value.

Member Function Documentation

compute()

virtual void ppforest2::pp::ProjectionPursuit::compute ( NodeContext & ctx, stats::RNG & rng ) const

protectedpure virtual

Implemented in ppforest2::pp::PDA.

optimize()

void ppforest2::pp::ProjectionPursuit::optimize	(	NodeContext &	ctx,
		stats::RNG &	rng ) const

Find the optimal projection and store it in the context.

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The documentation for this class was generated from the following file:

• core/src/models/strategies/pp/ProjectionPursuit.hpp