Index

_

__eq__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __ge__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __gt__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __hash__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __le__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __lt__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __ne__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __repr__() (EffectSize method) (ResultsComparison method) (TestOutcome method) __setitem__() (Results method) (ResultsAnalyzer method) __str__() (Ant method), [1] (BinarySolution method) (BitVector method) (EffectSize method) (Individual method) (IntSolution method) (IntVector method) (ResultsComparison method) (Solution method), [1], [2] (TestOutcome method) _add_best() (Experiment method) _add_execution_metric() (Experiment method) _add_execution_metrics_stats() (Batch method) _add_feature_metrics() (Experiment method) _add_feature_metrics_stats() (Batch method) _add_fitness() (Experiment method) _add_fitness_stats() (Batch method) (Experiment method) _add_training_stats() (Experiment method) _ant_choice_info() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _append_data() (Batch method) _calculate_choice_info() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _decrease_pheromone() (AgeBasedPACO method) (AntSystem method) (ElitistAntSystem method) (MMAS method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjPACO method) _default_checkpoint_activation (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_checkpoint_basename (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_checkpoint_freq (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_classifier (Accuracy property), [1] (ClassificationScorer property) (FSClassificationScorer property) (KappaIndex property), [1] (RBFSVCScorer property) _default_col_size (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_convergence_check_freq (ElitistAntSystem property) (MMAS property) (ReseteablePheromoneBasedACO property) _default_cooperative_fitness_estimation_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property) _default_crossover_func (EA property) (ElitistEA property) (NSGA property) _default_crossover_prob (EA property) (ElitistEA property) (NSGA property) _default_cv_folds (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property) _default_discard_prob (ACOFS property) (ACOFS1D property) (ACOFS2D property) _default_elite_size (ElitistEA property) _default_elite_weight (ElitistAntSystem property) _default_exploitation_prob (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_gene_ind_mutation_prob (EA property) (ElitistEA property) (NSGA property) _default_heuristic (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_heuristic_influence (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_index (Accuracy property), [1], [2] (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (C property) (CentralizedTrainer property) (ClassificationScorer property) (CPACO property) (DatasetScorer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (FeatsProportion property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (KappaIndex property), [1], [2] (MaxPheromonePACO property) (MMAS property) (NSGA property) (NumFeats property) (PACO property) (PACOMO property) (PathLength property) (PheromoneBasedACO property) (QualityBasedPACO property) (RBFSVCScorer property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjectiveFitnessFunction property) (SingleObjPACO property) (SVCScorer property) _default_initial_pheromone (ACOFS property) (ACOFS1D property) (ACOFS2D property) _default_iter_best_use_limit (MMAS property) _default_max_num_iters (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_max_pheromone (ACOFS property) (ACOFS1D property) (ACOFS2D property) _default_mutation_func (EA property) (ElitistEA property) (NSGA property) _default_mutation_prob (EA property) (ElitistEA property) (NSGA property) _default_nsga3_reference_points_p (NSGA property) _default_num_experiments (Batch property) _default_num_representatives (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) _default_pheromone_evaporation_rate (AntSystem property) (ElitistAntSystem property) (MMAS property) (PheromoneBasedACO property) (ReseteablePheromoneBasedACO property) _default_pheromone_influence (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_pop_size (ACOFS property) (ACOFS1D property) (ACOFS2D property) (AgeBasedPACO property) (CPACO property) (EA property) (ElitistEA property) (MaxPheromonePACO property) (NSGA property) (PACO property) (PACOMO property) (QualityBasedPACO property) (SingleObjPACO property) _default_receive_representatives_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_representatives_exchange_freq (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) _default_representatives_selection_func (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) _default_results_base_filename (Batch property) (Evaluation property) (Experiment property) _default_selection_func (EA property) (ElitistEA property) (NSGA property) _default_send_representatives_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _default_similarity_threshold (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) _default_termination_func() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _default_topology_func (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) _default_verbosity (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) _deposit_pheromone() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _do_iteration() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _do_test() (Experiment method) _do_training() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (Experiment method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method)

_evaluate_kfcv() (Accuracy method), [1], [2] (ClassificationScorer method) (DatasetScorer method) (FSClassificationScorer method) (FSDatasetScorer method) (KappaIndex method), [1], [2] (RBFSVCScorer method) _evaluate_several() (EA method) (ElitistEA method) (NSGA method) _evaluate_train_test() (Accuracy method), [1], [2] (ClassificationScorer method) (DatasetScorer method) (FSClassificationScorer method) (FSDatasetScorer method) (KappaIndex method), [1], [2] (RBFSVCScorer method) _execute() (Batch method) (Evaluation method) (Experiment method) _final_training_test_data() (Accuracy method), [1], [2] (ClassificationScorer method) (DatasetScorer method) (FSClassificationScorer method) (FSDatasetScorer method) (KappaIndex method), [1], [2] (RBFSVCScorer method) _find_best_lexicographically() (Experiment method) _finish_iteration() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _finish_training() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method) _generate_ant() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _generate_col() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _generate_cooperators() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _generate_pop() (EA method) (ElitistEA method) (NSGA method) _get_iteration_metrics() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _get_objective_stats() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _get_state() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _global_best_freq (MMAS property) _has_converged() (ElitistAntSystem method) (MMAS method) (ReseteablePheromoneBasedACO method) _increase_pheromone() (AgeBasedPACO method) (AntSystem method) (ElitistAntSystem method) (MMAS method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjPACO method) _init_internals() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) _init_pheromone() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _init_state() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _init_training() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method) _is_reserved() (Batch method) (Evaluation method) (Experiment method) _load_state() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _new_state() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _next_choice() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _pheromone_amount() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _reset_internals() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) _reset_state() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _save_state() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _score() (Accuracy method), [1], [2] (ClassificationScorer static method) (DatasetScorer static method) (FSClassificationScorer static method) (FSDatasetScorer static method) (KappaIndex method), [1], [2] (RBFSVCScorer static method) _set_state() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _setup() (Ant method), [1] (BinarySolution method) (BitVector method) (Individual method) (IntSolution method) (IntVector method) (Solution method), [1], [2] _should_reset_pheromone() (ElitistAntSystem method) (MMAS method) (ReseteablePheromoneBasedACO method) _start_iteration() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _termination_criterion() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) _unfeasible_nodes() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _update_elite() (ElitistACO method) (ElitistAntSystem method) (MMAS method) (PACOMO method) (ReseteablePheromoneBasedACO method) _update_logbook() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _update_pheromone() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) _update_pop() (ACOFS method) (ACOFS1D method) (ACOFS2D method) (AgeBasedPACO method) (CPACO method) (MaxPheromonePACO method) (PACO method) (PACOMO method) (QualityBasedPACO method) (SingleObjPACO method) _worst_score (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property)

A

Accuracy (class in culebra.fitness_func.dataset_score) (class in culebra.fitness_func.feature_selection) (class in culebra.fitness_func.svc_optimization) ACO (class in culebra.trainer.aco.abc) ACOFS (class in culebra.trainer.aco.abc) ACOFS1D (class in culebra.trainer.aco) ACOFS2D (class in culebra.trainer.aco) ACOFSConvergenceDetector (class in culebra.trainer.aco)

ACOTSP (class in culebra.trainer.aco.abc) AgeBasedPACO (class in culebra.trainer.aco) alpha (TestOutcome attribute) Ant (class in culebra.solution.abc) (class in culebra.solution.feature_selection) (class in culebra.solution.tsp) AntSystem (class in culebra.trainer.aco) append() (Ant method), [1], [2] append_random_features() (Dataset method)

B

banned_nodes (Species property) Base (class in culebra.abc) Batch (class in culebra.tools) batches (EffectSize attribute) (TestOutcome attribute) best_cooperators (Experiment property) best_cooperators() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method)

best_solutions (Experiment property) best_solutions() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method) BinarySolution (class in culebra.solution.feature_selection) BitVector (class in culebra.solution.feature_selection)

C

C (class in culebra.fitness_func.svc_optimization) CentralizedTrainer (class in culebra.trainer.abc) check_bool() (in module culebra.checker) check_filename() (in module culebra.checker) check_float() (in module culebra.checker) check_func() (in module culebra.checker) check_instance() (in module culebra.checker) check_int() (in module culebra.checker) check_limits() (in module culebra.checker) check_matrix() (in module culebra.checker) check_params() (in module culebra.checker) check_sequence() (in module culebra.checker) check_str() (in module culebra.checker) check_subclass() (in module culebra.checker) checkpoint_activation (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) checkpoint_basename (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) checkpoint_filename (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) checkpoint_freq (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) choice_info (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) ClassificationScorer (class in culebra.fitness_func.dataset_score.abc) classifier (Accuracy property), [1] (ClassificationScorer property) (FSClassificationScorer property) (KappaIndex property), [1] (RBFSVCScorer property) col (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) col_size (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) column (EffectSize attribute) (TestOutcome attribute) CommonFitnessFunctionDistributedTrainer (class in culebra.trainer.abc) compare() (ResultsAnalyzer method) construct_solutions() (FSSVCScorer method) container (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property)

convergence_check_freq (ElitistAntSystem property) (MMAS property) (ReseteablePheromoneBasedACO property) cooperative_fitness_estimation_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property) CooperativeTrainer (class in culebra.trainer.abc) cooperators (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) CPACO (class in culebra.trainer.aco) crossover() (BitVector method) (Individual method), [1] (IntVector method) crossover1p() (BitVector method) crossover2p() (BitVector method) crossover_func (EA property) (ElitistEA property) (NSGA property) crossover_prob (EA property) (ElitistEA property) (NSGA property) culebra module culebra.abc module culebra.checker module culebra.fitness_func module culebra.fitness_func.abc module culebra.fitness_func.cooperative module culebra.fitness_func.dataset_score module culebra.fitness_func.dataset_score.abc module culebra.fitness_func.feature_selection module culebra.fitness_func.feature_selection.abc module culebra.fitness_func.svc_optimization module culebra.fitness_func.svc_optimization.abc module culebra.fitness_func.tsp module culebra.fitness_func.tsp.abc module culebra.solution module culebra.solution.abc module culebra.solution.feature_selection module culebra.solution.parameter_optimization module culebra.solution.tsp module culebra.tools module culebra.trainer module culebra.trainer.abc module culebra.trainer.aco module culebra.trainer.aco.abc module culebra.trainer.ea module culebra.trainer.topology module current (Ant property), [1], [2] current_iter (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) custom_termination_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) cv_folds (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property)

D

data (EffectSize attribute) (TestOutcome attribute) Dataset (class in culebra.tools) DatasetScorer (class in culebra.fitness_func.dataset_score.abc) DEFAULT_ACOFS_DISCARD_PROB (in module culebra.trainer.aco) DEFAULT_ACOFS_EXPLOITATION_PROB (in module culebra.trainer.aco) DEFAULT_ACOFS_HEURISTIC_INFLUENCE (in module culebra.trainer.aco) DEFAULT_ACOFS_MAX_PHEROMONE (in module culebra.trainer.aco) DEFAULT_ALPHA (in module culebra.tools) DEFAULT_AS_EXPLOITATION_PROB (in module culebra.trainer.aco) DEFAULT_BATCH_STATS_FUNCS (in module culebra.tools) DEFAULT_CHECKPOINT_ACTIVATION (in module culebra.trainer) DEFAULT_CHECKPOINT_BASENAME (in module culebra.trainer) DEFAULT_CHECKPOINT_FREQ (in module culebra.trainer) DEFAULT_CONFIG_SCRIPT_FILENAME (in module culebra.tools) DEFAULT_CONVERGENCE_CHECK_FREQ (in module culebra.trainer.aco) DEFAULT_COOPERATIVE_TOPOLOGY_FUNC (in module culebra.trainer) DEFAULT_CROSSOVER_PROB (in module culebra.trainer.ea) DEFAULT_CV_FOLDS (in module culebra.fitness_func.dataset_score) DEFAULT_ELITE_SIZE (in module culebra.trainer.ea) DEFAULT_ELITE_WEIGHT (in module culebra.trainer.aco) DEFAULT_ETA (in module culebra.solution.parameter_optimization) DEFAULT_EXPLOITATION_PROB (in module culebra.trainer.aco) DEFAULT_FEATURE_METRIC_FUNCS (in module culebra.tools) DEFAULT_GENE_IND_MUTATION_PROB (in module culebra.trainer.ea) DEFAULT_HEURISTIC_INFLUENCE (in module culebra.trainer.aco) DEFAULT_HOMOSCEDASTICITY_TEST (in module culebra.tools) DEFAULT_INDEX (in module culebra) DEFAULT_ISLANDS_TOPOLOGY_FUNC (in module culebra.trainer) DEFAULT_MAX_NUM_ITERS (in module culebra.trainer) DEFAULT_MMAS_ITER_BEST_USE_LIMIT (in module culebra.trainer.aco) DEFAULT_MUTATION_PROB (in module culebra.trainer.ea) DEFAULT_NORMALITY_TEST (in module culebra.tools) DEFAULT_NSGA3_REFERENCE_POINTS_P (in module culebra.trainer.ea) DEFAULT_NSGA_SELECTION_FUNC (in module culebra.trainer.ea) DEFAULT_NUM_EXPERIMENTS (in module culebra.tools) DEFAULT_NUM_REPRESENTATIVES (in module culebra.trainer) DEFAULT_OUTLIER_PROPORTION (in module culebra.tools) DEFAULT_P_ADJUST (in module culebra.tools) DEFAULT_PARAMETER_NAME (in module culebra.solution.parameter_optimization) DEFAULT_PHEROMONE_DEPOSIT_WEIGHT (in module culebra.trainer.aco) DEFAULT_PHEROMONE_EVAPORATION_RATE (in module culebra.trainer.aco) DEFAULT_PHEROMONE_INFLUENCE (in module culebra.trainer.aco) DEFAULT_POP_SIZE (in module culebra.trainer.ea) DEFAULT_PROP (in module culebra.solution.feature_selection) DEFAULT_REPRESENTATIVES_EXCHANGE_FREQ (in module culebra.trainer) DEFAULT_REPRESENTATIVES_SELECTION_FUNC (in module culebra.trainer) DEFAULT_RESULTS_BASE_FILENAME (in module culebra.tools) DEFAULT_RING_OFFSET (in module culebra.trainer.topology) DEFAULT_RUN_SCRIPT_FILENAME (in module culebra.tools) DEFAULT_SELECTION_FUNC (in module culebra.trainer.ea) DEFAULT_SEP (in module culebra.tools) DEFAULT_SIMILARITY_THRESHOLD (in module culebra) DEFAULT_SMOTE_NUM_NEIGHBORS (in module culebra.tools) DEFAULT_STATS_FUNCS (in module culebra.tools) DEFAULT_VERBOSITY (in module culebra.trainer) delete_fitness() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Individual method) (IntSolution method) (IntVector method) (Solution method), [1], [2] discard() (Ant method), [1], [2] discard_prob (ACOFS property) (ACOFS1D property) (ACOFS2D property) discarded (Ant property), [1], [2] distance (PathLength property) DistributedTrainer (class in culebra.trainer.abc) dominates() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method) (IntSolution method) (IntVector method) (Solution method), [1], [2]

drop_missing() (Dataset method) dump() (Accuracy method), [1], [2] (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (Ant method), [1], [2] (AntSystem method) (Base method) (Batch method) (BinarySolution method) (BitVector method) (C method) (CentralizedTrainer method) (ClassificationScorer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (Dataset method) (DatasetScorer method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (Evaluation method) (Experiment method) (FeatsProportion method) (Fitness method) (FitnessFunction method) (FSClassificationScorer method) (FSDatasetScorer method) (FSScorer method) (FSSVCScorer method) (Individual method), [1] (IntSolution method) (IntVector method) (IslandsTrainer method) (KappaIndex method), [1], [2] (MaxPheromonePACO method) (MMAS method) (MultiObjectiveFitnessFunction method) (MultiObjectivePathLength method) (NSGA method) (NumFeats method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PathLength method) (PheromoneBasedACO method) (QualityBasedPACO method) (RBFSVCScorer method) (ReseteablePheromoneBasedACO method) (Results method) (ResultsAnalyzer method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjectiveFitnessFunction method) (SingleObjPACO method) (Solution method), [1], [2], [3] (Species method), [1], [2], [3] (SVCScorer method) (Trainer method) (TSPFitnessFunction method)

E

EA (class in culebra.trainer.ea) effect_size() (ResultsAnalyzer method) EffectSize (class in culebra.tools) elite_size (ElitistEA property) elite_weight (ElitistAntSystem property) ElitistACO (class in culebra.trainer.aco.abc) ElitistAntSystem (class in culebra.trainer.aco) ElitistEA (class in culebra.trainer.ea) eta (Individual attribute) evaluate() (Accuracy method), [1], [2] (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (C method) (CentralizedTrainer method) (ClassificationScorer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DatasetScorer method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (FeatsProportion method) (FitnessFunction method) (FSClassificationScorer method) (FSDatasetScorer method) (FSScorer method) (FSSVCScorer method) (IslandsTrainer method) (KappaIndex method), [1], [2] (MaxPheromonePACO method) (MMAS method) (MultiObjectiveFitnessFunction method) (MultiObjectivePathLength method) (NSGA method) (NumFeats method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PathLength method) (PheromoneBasedACO method) (QualityBasedPACO method) (RBFSVCScorer method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjectiveFitnessFunction method) (SingleObjPACO method) (SVCScorer method) (Trainer method) (TSPFitnessFunction method)

Evaluation (class in culebra.tools) EXCEL_FILE_EXTENSION (in module culebra.tools) excel_results_filename (Batch property) (Evaluation property) (Experiment property) Experiment (class in culebra.tools) experiment_basename (Batch property) experiment_labels (Batch property) exploitation_prob (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property)

F

FeatsProportion (class in culebra.fitness_func.feature_selection) feature_metric_funcs (Batch attribute) (Evaluation attribute) (Experiment attribute) features (Ant property) (BinarySolution property) (BitVector property) (IntSolution property) (IntVector property) (Solution property) fitness (Ant property), [1], [2] (BinarySolution property) (BitVector property) Fitness (class in culebra.abc) fitness (Individual property), [1] (IntSolution property) (IntVector property) (Solution property), [1], [2], [3] fitness_cls (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) fitness_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property)

FitnessFunction (class in culebra.abc) from_config() (Batch class method) (Evaluation class method) (Experiment class method) from_csv_files() (Results class method) from_path() (PathLength class method) from_proportion() (Species class method) from_tsplib() (PathLength class method) FSClassificationScorer (class in culebra.fitness_func.feature_selection.abc) FSDatasetScorer (class in culebra.fitness_func.feature_selection.abc) FSScorer (class in culebra.fitness_func.feature_selection.abc) FSSVCScorer (class in culebra.fitness_func.cooperative) full_connected_destinations() (in module culebra.trainer.topology)

G

gene_ind_mutation_prob (EA property) (ElitistEA property) (NSGA property) generate_run_script() (Batch class method) (Evaluation class method) (Experiment class method)

get() (Individual method) (Solution method) global_comparison (ResultsComparison attribute) greedy_solution() (PathLength method)

H

has_converged() (ACOFSConvergenceDetector method) heuristic (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (MultiObjectivePathLength property) (PACO property) (PACOMO property) (PathLength property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) (TSPFitnessFunction property) heuristic_influence (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property)

heuristic_shapes (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) homoscedasticity (ResultsComparison attribute) homoscedasticity_test() (ResultsAnalyzer method) hyperparameters (Batch property) (Evaluation property) (Experiment property)

I

index (Accuracy property), [1], [2] (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (C property) (CentralizedTrainer property) (ClassificationScorer property) (CPACO property) (DatasetScorer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (FeatsProportion property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (KappaIndex property), [1], [2] (MaxPheromonePACO property) (MMAS property) (NSGA property) (NumFeats property) (PACO property) (PACOMO property) (PathLength property) (PheromoneBasedACO property) (QualityBasedPACO property) (RBFSVCScorer property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjectiveFitnessFunction property) (SingleObjPACO property) (SVCScorer property) Individual (class in culebra.solution.abc) (class in culebra.solution.parameter_optimization) initial_pheromone (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) inputs (Dataset property) integrate_representatives() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method)

IntSolution (class in culebra.solution.feature_selection) IntVector (class in culebra.solution.feature_selection) is_banned() (Species method) is_evaluable() (Accuracy method), [1], [2] (C method) (ClassificationScorer method) (DatasetScorer method) (FeatsProportion method) (FSClassificationScorer method) (FSDatasetScorer method) (FSScorer method) (KappaIndex method), [1], [2] (NumFeats method) (PathLength method) (RBFSVCScorer method) (SingleObjectiveFitnessFunction method) (SVCScorer method) is_feasible() (Species method) is_member() (Species method), [1], [2], [3] is_valid (Fitness property) IslandsTrainer (class in culebra.trainer.abc) iter_best_use_limit (MMAS property) iteration_metric_names (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property) iteration_obj_stats (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property)

K

KappaIndex (class in culebra.fitness_func.dataset_score) (class in culebra.fitness_func.feature_selection) (class in culebra.fitness_func.svc_optimization)

L

load() (Accuracy class method), [1], [2] (ACO class method) (ACOFS class method) (ACOFS1D class method) (ACOFS2D class method) (ACOTSP class method) (AgeBasedPACO class method) (Ant class method), [1], [2] (AntSystem class method) (Base class method) (Batch class method) (BinarySolution class method) (BitVector class method) (C class method) (CentralizedTrainer class method) (ClassificationScorer class method) (CommonFitnessFunctionDistributedTrainer class method) (CooperativeTrainer class method) (CPACO class method) (Dataset class method) (DatasetScorer class method) (DistributedTrainer class method) (EA class method) (ElitistACO class method) (ElitistAntSystem class method) (ElitistEA class method) (Evaluation class method) (Experiment class method) (FeatsProportion class method) (Fitness class method) (FitnessFunction class method) (FSClassificationScorer class method) (FSDatasetScorer class method) (FSScorer class method) (FSSVCScorer class method) (Individual class method), [1] (IntSolution class method) (IntVector class method) (IslandsTrainer class method) (KappaIndex class method), [1], [2] (MaxPheromonePACO class method) (MMAS class method) (MultiObjectiveFitnessFunction class method) (MultiObjectivePathLength class method) (NSGA class method) (NumFeats class method) (PACO class method) (PACOMO class method) (ParallelDistributedTrainer class method) (PathLength class method) (PheromoneBasedACO class method) (QualityBasedPACO class method) (RBFSVCScorer class method) (ReseteablePheromoneBasedACO class method) (Results class method) (ResultsAnalyzer class method) (SequentialDistributedTrainer class method) (SingleObjACO class method) (SingleObjectiveFitnessFunction class method) (SingleObjPACO class method) (Solution class method), [1], [2], [3] (Species class method), [1], [2], [3] (SVCScorer class method) (Trainer class method) (TSPFitnessFunction class method)

load_from_uci() (Dataset class method) logbook (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property) lower_bounds (Species property)

M

max_feat (Ant property) (BinarySolution property) (BitVector property) (IntSolution property) (IntVector property) (Solution property) (Species property) max_num_iters (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) max_pheromone (ACOFS property) (ACOFS1D property) (ACOFS2D property) (AgeBasedPACO property) (MaxPheromonePACO property) (PACOMO property) (QualityBasedPACO property) (SingleObjPACO property) MAX_PROP (in module culebra.solution.feature_selection) max_size (Species property) MaxPheromonePACO (class in culebra.trainer.aco.abc) Metrics (class in culebra.solution.feature_selection) min_feat (Ant property) (BinarySolution property) (BitVector property) (IntSolution property) (IntVector property) (Solution property) (Species property)

min_size (Species property) MMAS (class in culebra.trainer.aco) module culebra culebra.abc culebra.checker culebra.fitness_func culebra.fitness_func.abc culebra.fitness_func.cooperative culebra.fitness_func.dataset_score culebra.fitness_func.dataset_score.abc culebra.fitness_func.feature_selection culebra.fitness_func.feature_selection.abc culebra.fitness_func.svc_optimization culebra.fitness_func.svc_optimization.abc culebra.fitness_func.tsp culebra.fitness_func.tsp.abc culebra.solution culebra.solution.abc culebra.solution.feature_selection culebra.solution.parameter_optimization culebra.solution.tsp culebra.tools culebra.trainer culebra.trainer.abc culebra.trainer.aco culebra.trainer.aco.abc culebra.trainer.ea culebra.trainer.topology MultiObjectiveFitnessFunction (class in culebra.fitness_func) MultiObjectivePathLength (class in culebra.fitness_func.tsp) multiple_rank() (ResultsAnalyzer method) mutate() (BitVector method) (Individual method), [1] (IntVector method) mutation_func (EA property) (ElitistEA property) (NSGA property) mutation_prob (EA property) (ElitistEA property) (NSGA property)

N

named_values_cls (Individual property) (Solution property) names (Fitness attribute) (Species property) non_parametric_pairwise_test() (ResultsAnalyzer method) non_parametric_test() (ResultsAnalyzer method) normality (ResultsComparison attribute) normality_test() (ResultsAnalyzer method) normalize() (Dataset method) NSGA (class in culebra.trainer.ea) nsga3_reference_points (NSGA property) nsga3_reference_points_p (NSGA property) nsga3_reference_points_scaling (NSGA property) num_evals (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property) num_experiments (Batch property) num_feats (Ant property) (BinarySolution property) (BitVector property) (Dataset property) (IntSolution property) (IntVector property) (Solution property) (Species property) num_heuristic_matrices (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) num_iters (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property)

num_nodes (MultiObjectivePathLength property) (PathLength property) (Species property) (TSPFitnessFunction property) num_obj (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (Fitness property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) num_params (Species property) num_pheromone_matrices (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) num_representatives (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) num_subtrainers (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) NumFeats (class in culebra.fitness_func.feature_selection)

O

obj_names (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) obj_thresholds (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property)

obj_weights (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) objectives (FSSVCScorer property) (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) outputs (Dataset property) oversample() (Dataset method)

P

PACO (class in culebra.trainer.aco.abc) PACOMO (class in culebra.trainer.aco) pairwise_comparison (ResultsComparison attribute) ParallelDistributedTrainer (class in culebra.trainer.abc) parametric_pairwise_test() (ResultsAnalyzer method) parametric_test() (ResultsAnalyzer method) path (Ant property), [1], [2] (Solution property) PathLength (class in culebra.fitness_func.tsp) pheromone (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) pheromone_evaporation_rate (AntSystem property) (ElitistAntSystem property) (MMAS property) (PheromoneBasedACO property) (ReseteablePheromoneBasedACO property) pheromone_influence (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property)

pheromone_shapes (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) PheromoneBasedACO (class in culebra.trainer.aco.abc) pop (AgeBasedPACO property) (CPACO property) (EA property) (ElitistEA property) (MaxPheromonePACO property) (NSGA property) (PACO property) (PACOMO property) (QualityBasedPACO property) (SingleObjPACO property) pop_ingoing (AgeBasedPACO property) (QualityBasedPACO property) (SingleObjPACO property) pop_outgoing (AgeBasedPACO property) (QualityBasedPACO property) (SingleObjPACO property) pop_size (ACOFS property) (ACOFS1D property) (ACOFS2D property) (AgeBasedPACO property) (CPACO property) (EA property) (ElitistEA property) (MaxPheromonePACO property) (NSGA property) (PACO property) (PACOMO property) (QualityBasedPACO property) (SingleObjPACO property) pvalue (TestOutcome attribute)

Q

QualityBasedPACO (class in culebra.trainer.aco)

R

random_seed (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) rank() (Metrics static method) (ResultsAnalyzer method) RBFSVCScorer (class in culebra.fitness_func.svc_optimization.abc) receive_representatives() (CommonFitnessFunctionDistributedTrainer static method) (CooperativeTrainer static method) (DistributedTrainer static method) (IslandsTrainer static method) (ParallelDistributedTrainer static method) (SequentialDistributedTrainer static method) receive_representatives_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) relevance() (Metrics static method) remove_outliers() (Dataset method) representatives_exchange_freq (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) representatives_selection_func (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) reset() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (Batch method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (Evaluation method) (Experiment method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method)

ReseteablePheromoneBasedACO (class in culebra.trainer.aco.abc) results (Batch property) Results (class in culebra.tools) results (Evaluation property) (Experiment property) results_base_filename (Batch property) (Evaluation property) (Experiment property) ResultsAnalyzer (class in culebra.tools) ResultsComparison (class in culebra.tools) ring_destinations() (in module culebra.trainer.topology) run() (Batch method) (Evaluation method) (Experiment method) runtime (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property)

S

scale() (Dataset method) select_features() (Dataset method) select_representatives() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CPACO method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjACO method) (SingleObjPACO method) selection_func (EA property) (ElitistEA property) (NSGA property) send_representatives() (CommonFitnessFunctionDistributedTrainer static method) (CooperativeTrainer static method) (DistributedTrainer static method) (IslandsTrainer static method) (ParallelDistributedTrainer static method) (SequentialDistributedTrainer static method) send_representatives_func (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) SequentialDistributedTrainer (class in culebra.trainer.abc) SERIALIZED_FILE_EXTENSION (in module culebra) serialized_results_filename (Batch property) (Evaluation property) (Experiment property) setup() (Batch method) SingleObjACO (class in culebra.trainer.aco.abc) SingleObjectiveFitnessFunction (class in culebra.fitness_func.abc) SingleObjPACO (class in culebra.trainer.aco.abc) size (Dataset property) Solution (class in culebra.abc) (class in culebra.solution.feature_selection) (class in culebra.solution.parameter_optimization) (class in culebra.solution.tsp) solution_cls (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property)

species (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (Ant property), [1], [2] (AntSystem property) (BinarySolution property) (BitVector property) (CentralizedTrainer property) Species (class in culebra.abc) (class in culebra.solution.feature_selection) (class in culebra.solution.parameter_optimization) (class in culebra.solution.tsp) species (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (Individual property), [1] (IntSolution property) (IntVector property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) (Solution property), [1], [2], [3] species_cls (Ant attribute), [1], [2] (BinarySolution attribute) (BitVector attribute) (Individual attribute), [1] (IntSolution attribute) (IntVector attribute) (Solution attribute), [1], [2], [3] split() (Dataset method) state_proxy (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property) stats_funcs (Batch attribute) (Evaluation attribute) (Experiment attribute) subtrainers (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) success (TestOutcome property) SVCScorer (class in culebra.fitness_func.svc_optimization.abc)

T

test (EffectSize attribute) (TestOutcome attribute) test() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method) test_data (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property) test_fitness_func (Batch property) (Evaluation property) (Experiment property) TestOutcome (class in culebra.tools) thresholds (Fitness attribute) to_excel() (Results method) topology_func (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (DistributedTrainer property) (IslandsTrainer property) (ParallelDistributedTrainer property) (SequentialDistributedTrainer property) train() (ACO method) (ACOFS method) (ACOFS1D method) (ACOFS2D method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CentralizedTrainer method) (CommonFitnessFunctionDistributedTrainer method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (EA method) (ElitistACO method) (ElitistAntSystem method) (ElitistEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (NSGA method) (PACO method) (PACOMO method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialDistributedTrainer method) (SingleObjACO method) (SingleObjPACO method) (Trainer method)

trainer (Batch property) Trainer (class in culebra.abc) trainer (Evaluation property) (Experiment property) training_data (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property) training_finished (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CommonFitnessFunctionDistributedTrainer property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialDistributedTrainer property) (SingleObjACO property) (SingleObjPACO property) (Trainer property) TSPFitnessFunction (class in culebra.fitness_func.tsp.abc) types (Species property)

U

untie_best_fitness_func (Batch property) (Evaluation property) (Experiment property)

update_value() (Fitness method) upper_bounds (Species property)

V

value (EffectSize attribute) values (Fitness property) (Individual property) (Solution property) verbosity (ACO property) (ACOFS property) (ACOFS1D property) (ACOFS2D property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CentralizedTrainer property) (CPACO property) (EA property) (ElitistACO property) (ElitistAntSystem property) (ElitistEA property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleObjACO property) (SingleObjPACO property)

W

weights (Fitness attribute)

wvalues (Fitness property)