oracle.h File Reference

#include "kernel/exceptions.h"
#include "kernel/gp/src/predictor.h"
#include "kernel/gp/src/interpreter.h"
#include "kernel/gp/team.h"
#include <numbers>
#include "kernel/gp/src/oracle_internal.tcc"
#include "kernel/gp/src/oracle.tcc"

Go to the source code of this file.

Classes
class	ultra::src::basic_oracle
class	ultra::src::basic_reg_oracle< P, S >
class	ultra::src::reg_oracle_adaptor< O >
class	ultra::src::basic_class_oracle
class	ultra::src::basic_gaussian_oracle< I, S >
class	ultra::src::basic_binary_oracle< I, S >
class	ultra::src::class_oracle_adaptor< O >
class	ultra::src::team_class_oracle< O, C >
class	ultra::src::basic_gaussian_oracle< gp::team< I >, S >
class	ultra::src::basic_binary_oracle< gp::team< I >, S >
class	ultra::src::reg_oracle< P >
class	ultra::src::gaussian_oracle< P >
class	ultra::src::binary_oracle< P >

Namespaces
namespace	ultra

Typedefs
using	ultra::src::serialize::oracle::internal::build_func

Enumerations
enum class	ultra::src::team_composition { mv , wta , standard = wta }

Functions
template<Individual P = gp::individual>
std::unique_ptr< basic_oracle >	ultra::src::serialize::oracle::load (std::istream &, const symbol_set &)
bool	ultra::src::serialize::save (std::ostream &out, const basic_oracle *ora)
bool	ultra::src::serialize::save (std::ostream &out, const basic_oracle &ora)
bool	ultra::src::serialize::save (std::ostream &out, const std::unique_ptr< basic_oracle > &ora)
template<Individual P>
	ultra::src::reg_oracle (const P &) -> reg_oracle< P >
template<Individual P>
	ultra::src::gaussian_oracle (const P &, const dataframe &) -> gaussian_oracle< P >
template<class P>
	ultra::src::binary_oracle (const P &, const dataframe &) -> binary_oracle< P >
template<class U>
std::unique_ptr< basic_oracle >	ultra::src::serialize::oracle::internal::build (std::istream &in, const symbol_set &ss)
template<class U>
bool	ultra::src::serialize::oracle::insert (const std::string &id)

Detailed Description

Remarks

This file is part of ORACLE.

Copyright

Copyright (C) 2024 EOS di Manlio Morini.

License

This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain one at http://mozilla.org/MPL/2.0/

Typedef Documentation

build_func

using ultra::src::serialize::oracle::internal::build_func

Initial value:

 std::unique_ptr<basic_oracle> (*)(std::istream &,
                                                     const symbol_set &)

Enumeration Type Documentation

team_composition

enum class ultra::src::team_composition

strong

For classification problems there are two major possibilities to combine the outputs of multiple predictors: either the raw output values or the classification decisions can be aggregated (in the latter case the team members act as full pre-classificators themselves). We decided for the latter and combined classification decisions (thanks to the confidence parameter we don't have a reduction in the information content that each individual can contribute to the common team decision).

Function Documentation

insert()

template<class U>

bool ultra::src::serialize::oracle::insert

(

const std::string &

id

)

Allows insertion of user defined classificators.

save()

bool ultra::src::serialize::save	(	std::ostream &	out,
		const basic_oracle &	ora )

Saves an oracle on persistent storage.

Parameters

[in]	out	output stream
[in]	ora	oracle

Returns

true on success