GEGELATI
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Specialization of the EvaluationResult class for classification LearningEnvironment. More...
#include <classificationEvaluationResult.h>
Public Member Functions | |
ClassificationEvaluationResult (const std::vector< double > &scores, const std::vector< size_t > &nbEvalPerClass) | |
Main constructor of the ClassificationEvaluationResult class. More... | |
const std::vector< double > & | getScorePerClass () const |
Get a const ref to the scorePerClass attribute. More... | |
const std::vector< size_t > & | getNbEvaluationPerClass () const |
Get a const ref to the nbEvaluationPerClass attribute. | |
virtual EvaluationResult & | operator+= (const EvaluationResult &other) override |
Override from EvaluationResult. More... | |
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EvaluationResult ()=delete | |
Deleted default constructor. | |
virtual | ~EvaluationResult ()=default |
Virtual destructor for polymorphism. | |
EvaluationResult (const double &res, const size_t &nbEval) | |
Construct a result from a simple double value. More... | |
virtual double | getResult () const |
Virtual method to get the default double equivalent of the EvaluationResult. More... | |
virtual size_t | getNbEvaluation () const |
Virtual method to get the default number of evaluation of the EvaluationResult. | |
virtual EvaluationResult & | operator+= (const EvaluationResult &other) |
Polymorphic addition assignement operator for EvaluationResult. More... | |
Protected Attributes | |
std::vector< double > | scorePerClass |
Vector storing a double score per class (i.e. per Action) of a classification LearningEnvironment. | |
std::vector< size_t > | nbEvaluationPerClass |
Vector storing the number of evaluation for each class of the classification LearningEnvironment. | |
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double | result |
Double value for the result. | |
size_t | nbEvaluation |
Number of evaluation leading to this result. | |
Specialization of the EvaluationResult class for classification LearningEnvironment.
The main difference with the base EvaluationResult class is that a score per Action of a learning environment can be stored within this class.
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inline |
Main constructor of the ClassificationEvaluationResult class.
A ClassificationEvaluationResult storing a score for each class of a classification-oriented LearningEnvironment.
Contrary to the base class EvaluationResult, the number of evaluation stored in a ClassificationEvaluationResult corresponds to the total number of times any action was performed.
[in] | scores | a vector of double storing per-class scores. |
[in] | nbEvalPerClass | a vector of integer storing per-class number of evaluations. |
const std::vector< double > & Learn::ClassificationEvaluationResult::getScorePerClass | ( | ) | const |
Get a const ref to the scorePerClass attribute.
Copyright or © or Copr. IETR/INSA - Rennes (2019 - 2020) :
Karol Desnos kdesn.nosp@m.os@i.nosp@m.nsa-r.nosp@m.enne.nosp@m.s.fr (2019 - 2020)
GEGELATI is an open-source reinforcement learning framework for training artificial intelligence based on Tangled Program Graphs (TPGs).
This software is governed by the CeCILL-C license under French law and abiding by the rules of distribution of free software. You can use, modify and/ or redistribute the software under the terms of the CeCILL-C license as circulated by CEA, CNRS and INRIA at the following URL "http://www.cecill.info".
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overridevirtual |
Override from EvaluationResult.
std::runtime_error | in case the number of classes of the two ClassificationEvaluationResult are different. |
Reimplemented from Learn::EvaluationResult.