Table of Contents - ai4r-1.13 Documentation
Pages
Classes and Modules
- Ai4r
- Ai4r::Classifiers
- Ai4r::Classifiers::CategoryNode
- Ai4r::Classifiers::Classifier
- Ai4r::Classifiers::ErrorNode
- Ai4r::Classifiers::EvaluationNode
- Ai4r::Classifiers::Hyperpipes
- Ai4r::Classifiers::IB1
- Ai4r::Classifiers::ID3
- Ai4r::Classifiers::ModelFailureError
- Ai4r::Classifiers::MultilayerPerceptron
- Ai4r::Classifiers::NaiveBayes
- Ai4r::Classifiers::NaiveBayes::DataEntry
- Ai4r::Classifiers::OneR
- Ai4r::Classifiers::Prism
- Ai4r::Classifiers::SimpleLinearRegression
- Ai4r::Classifiers::ZeroR
- Ai4r::Clusterers
- Ai4r::Clusterers::AverageLinkage
- Ai4r::Clusterers::BisectingKMeans
- Ai4r::Clusterers::CentroidLinkage
- Ai4r::Clusterers::Clusterer
- Ai4r::Clusterers::CompleteLinkage
- Ai4r::Clusterers::Diana
- Ai4r::Clusterers::KMeans
- Ai4r::Clusterers::MedianLinkage
- Ai4r::Clusterers::SingleLinkage
- Ai4r::Clusterers::WardLinkage
- Ai4r::Clusterers::WardLinkageHierarchical
- Ai4r::Clusterers::WeightedAverageLinkage
- Ai4r::Data
- Ai4r::Data::DataSet
- Ai4r::Data::Parameterizable
- Ai4r::Data::Parameterizable::ClassMethods
- Ai4r::Data::Proximity
- Ai4r::Data::Statistics
- Ai4r::Experiment
- Ai4r::Experiment::ClassifierEvaluator
- Ai4r::GeneticAlgorithm
- Ai4r::GeneticAlgorithm::Chromosome
- Ai4r::GeneticAlgorithm::GeneticSearch
- Ai4r::NeuralNetwork
- Ai4r::NeuralNetwork::Backpropagation
- Ai4r::NeuralNetwork::Hopfield
- Ai4r::Som
- Ai4r::Som::Layer
- Ai4r::Som::Node
- Ai4r::Som::Som
- Ai4r::Som::TwoPhaseLayer
- Hash
Methods
- ::cosine_distance — Ai4r::Data::Proximity
- ::create — Ai4r::Som::Node
- ::euclidean_distance — Ai4r::Data::Proximity
- ::hamming_distance — Ai4r::Data::Proximity
- ::included — Ai4r::Data::Parameterizable
- ::log2 — Ai4r::Classifiers::ID3
- ::manhattan_distance — Ai4r::Data::Proximity
- ::max — Ai4r::Data::Statistics
- ::mean — Ai4r::Data::Statistics
- ::min — Ai4r::Data::Statistics
- ::mode — Ai4r::Data::Statistics
- ::mutate — Ai4r::GeneticAlgorithm::Chromosome
- ::new — Ai4r::Classifiers::SimpleLinearRegression
- ::new — Ai4r::Data::DataSet
- ::new — Ai4r::Clusterers::SingleLinkage
- ::new — Ai4r::Experiment::ClassifierEvaluator
- ::new — Ai4r::Clusterers::Diana
- ::new — Ai4r::Som::TwoPhaseLayer
- ::new — Ai4r::GeneticAlgorithm::GeneticSearch
- ::new — Ai4r::Clusterers::KMeans
- ::new — Ai4r::GeneticAlgorithm::Chromosome
- ::new — Ai4r::Som::Som
- ::new — Ai4r::Clusterers::WardLinkageHierarchical
- ::new — Ai4r::Som::Layer
- ::new — Ai4r::NeuralNetwork::Hopfield
- ::new — Ai4r::Classifiers::NaiveBayes
- ::new — Ai4r::Classifiers::MultilayerPerceptron
- ::new — Ai4r::NeuralNetwork::Backpropagation
- ::new — Ai4r::Classifiers::NaiveBayes::DataEntry
- ::reproduce — Ai4r::GeneticAlgorithm::Chromosome
- ::seed — Ai4r::GeneticAlgorithm::Chromosome
- ::set_cost_matrix — Ai4r::GeneticAlgorithm::Chromosome
- ::simple_matching_distance — Ai4r::Data::Proximity
- ::squared_euclidean_distance — Ai4r::Data::Proximity
- ::standard_deviation — Ai4r::Data::Statistics
- ::sum — Ai4r::Classifiers::ID3
- ::sup_distance — Ai4r::Data::Proximity
- ::variance — Ai4r::Data::Statistics
- #<< — Ai4r::Experiment::ClassifierEvaluator
- #<< — Ai4r::Data::DataSet
- #[] — Ai4r::Data::DataSet
- #[] — Ai4r::Classifiers::NaiveBayes::DataEntry
- #add_classifier — Ai4r::Experiment::ClassifierEvaluator
- #adjust_nodes — Ai4r::Som::Som
- #backpropagate — Ai4r::NeuralNetwork::Backpropagation
- #best_chromosome — Ai4r::GeneticAlgorithm::GeneticSearch
- #better_pt — Ai4r::Classifiers::Prism
- #build — Ai4r::Clusterers::SingleLinkage
- #build — Ai4r::Clusterers::WardLinkage
- #build — Ai4r::Clusterers::WardLinkageHierarchical
- #build — Ai4r::Clusterers::WeightedAverageLinkage
- #build — Ai4r::Classifiers::IB1
- #build — Ai4r::Classifiers::ID3
- #build — Ai4r::Classifiers::OneR
- #build — Ai4r::Clusterers::MedianLinkage
- #build — Ai4r::Clusterers::KMeans
- #build — Ai4r::Experiment::ClassifierEvaluator
- #build — Ai4r::Classifiers::Prism
- #build — Ai4r::Clusterers::Diana
- #build — Ai4r::Classifiers::NaiveBayes
- #build — Ai4r::Classifiers::Hyperpipes
- #build — Ai4r::Clusterers::CompleteLinkage
- #build — Ai4r::Clusterers::Clusterer
- #build — Ai4r::Clusterers::CentroidLinkage
- #build — Ai4r::Clusterers::BisectingKMeans
- #build — Ai4r::Clusterers::AverageLinkage
- #build — Ai4r::Classifiers::ZeroR
- #build — Ai4r::Classifiers::MultilayerPerceptron
- #build — Ai4r::Classifiers::SimpleLinearRegression
- #build — Ai4r::Classifiers::Classifier
- #build_array — Ai4r::Classifiers::NaiveBayes
- #build_clusters_from_index_clusters — Ai4r::Clusterers::SingleLinkage
- #build_domain — Ai4r::Data::DataSet
- #build_domains — Ai4r::Data::DataSet
- #build_freq_table — Ai4r::Classifiers::Prism
- #build_node — Ai4r::Classifiers::ID3
- #build_pipe — Ai4r::Classifiers::Hyperpipes
- #build_rule — Ai4r::Classifiers::OneR
- #build_rule — Ai4r::Classifiers::Prism
- #calc_initial_centroids — Ai4r::Clusterers::KMeans
- #calc_initial_centroids — Ai4r::Clusterers::BisectingKMeans
- #calculate_class_probabilities — Ai4r::Classifiers::NaiveBayes
- #calculate_class_probabilities_for_entry — Ai4r::Classifiers::NaiveBayes
- #calculate_conditional_probabilities — Ai4r::Classifiers::NaiveBayes
- #calculate_error — Ai4r::NeuralNetwork::Backpropagation
- #calculate_internal_deltas — Ai4r::NeuralNetwork::Backpropagation
- #calculate_membership_clusters — Ai4r::Clusterers::KMeans
- #calculate_output_deltas — Ai4r::NeuralNetwork::Backpropagation
- #calculate_probabilities — Ai4r::Classifiers::NaiveBayes
- #check_data_items — Ai4r::Data::DataSet
- #check_data_labels — Ai4r::Data::DataSet
- #check_input_dimension — Ai4r::NeuralNetwork::Backpropagation
- #check_not_empty — Ai4r::Data::DataSet
- #check_output_dimension — Ai4r::NeuralNetwork::Backpropagation
- #check_param_for_som — Ai4r::Som::Som
- #cluster_diameter — Ai4r::Clusterers::Diana
- #count_instances — Ai4r::Classifiers::NaiveBayes
- #create_distance_matrix — Ai4r::Clusterers::SingleLinkage
- #create_initial_index_clusters — Ai4r::Clusterers::SingleLinkage
- #data_to_input — Ai4r::Classifiers::MultilayerPerceptron
- #data_to_output — Ai4r::Classifiers::MultilayerPerceptron
- #default_data_labels — Ai4r::Data::DataSet
- #distance — Ai4r::Clusterers::KMeans
- #distance — Ai4r::Classifiers::IB1
- #distance_between_item_and_cluster — Ai4r::Clusterers::CompleteLinkage
- #distance_between_item_and_cluster — Ai4r::Clusterers::SingleLinkage
- #distance_sum — Ai4r::Clusterers::Diana
- #distance_to_input — Ai4r::Som::Node
- #distance_to_node — Ai4r::Som::Node
- #domain — Ai4r::Classifiers::ID3
- #eliminate_empty_clusters — Ai4r::Clusterers::KMeans
- #entropy — Ai4r::Classifiers::ID3
- #eval — Ai4r::Clusterers::Clusterer
- #eval — Ai4r::NeuralNetwork::Backpropagation
- #eval — Ai4r::Classifiers::OneR
- #eval — Ai4r::Clusterers::MedianLinkage
- #eval — Ai4r::Clusterers::KMeans
- #eval — Ai4r::Classifiers::NaiveBayes
- #eval — Ai4r::Clusterers::Diana
- #eval — Ai4r::Clusterers::SingleLinkage
- #eval — Ai4r::Classifiers::Prism
- #eval — Ai4r::NeuralNetwork::Hopfield
- #eval — Ai4r::Experiment::ClassifierEvaluator
- #eval — Ai4r::Classifiers::MultilayerPerceptron
- #eval — Ai4r::Clusterers::CentroidLinkage
- #eval — Ai4r::Classifiers::ID3
- #eval — Ai4r::Classifiers::IB1
- #eval — Ai4r::Clusterers::AverageLinkage
- #eval — Ai4r::Classifiers::ZeroR
- #eval — Ai4r::Classifiers::Hyperpipes
- #eval — Ai4r::Clusterers::WardLinkage
- #eval — Ai4r::Classifiers::Classifier
- #eval — Ai4r::Classifiers::SimpleLinearRegression
- #eval — Ai4r::Clusterers::WeightedAverageLinkage
- #eval — Ai4r::Clusterers::CompleteLinkage
- #eval_result — Ai4r::NeuralNetwork::Backpropagation
- #feedforward — Ai4r::NeuralNetwork::Backpropagation
- #find_biggest_cluster_index — Ai4r::Clusterers::BisectingKMeans
- #find_bmu — Ai4r::Som::Som
- #fitness — Ai4r::GeneticAlgorithm::Chromosome
- #freq_grid — Ai4r::Classifiers::ID3
- #generate_initial_population — Ai4r::GeneticAlgorithm::GeneticSearch
- #get_attr_value — Ai4r::Classifiers::Prism
- #get_closest_clusters — Ai4r::Clusterers::SingleLinkage
- #get_condition — Ai4r::Classifiers::Prism
- #get_index — Ai4r::Data::DataSet
- #get_max_index — Ai4r::Classifiers::MultilayerPerceptron
- #get_mean_or_mode — Ai4r::Data::DataSet
- #get_min_index — Ai4r::Clusterers::Clusterer
- #get_node — Ai4r::Som::Som
- #get_parameters — Ai4r::Data::Parameterizable
- #get_parameters_info — Ai4r::Data::Parameterizable::ClassMethods
- #get_probability_map — Ai4r::Classifiers::NaiveBayes
- #get_rules — Ai4r::Classifiers::Hyperpipes
- #get_rules — Ai4r::Classifiers::Prism
- #get_rules — Ai4r::Classifiers::ZeroR
- #get_rules — Ai4r::Classifiers::ID3
- #get_rules — Ai4r::Classifiers::MultilayerPerceptron
- #get_rules — Ai4r::Classifiers::Classifier
- #get_rules — Ai4r::Classifiers::OneR
- #global_error — Ai4r::Som::Som
- #has_class_value — Ai4r::Classifiers::Prism
- #has_empty_cluster? — Ai4r::Clusterers::KMeans
- #index_to_klass — Ai4r::Classifiers::NaiveBayes
- #influence_decay — Ai4r::Som::Layer
- #init_activation_nodes — Ai4r::NeuralNetwork::Backpropagation
- #init_last_changes — Ai4r::NeuralNetwork::Backpropagation
- #init_network — Ai4r::NeuralNetwork::Backpropagation
- #init_splinter_cluster — Ai4r::Clusterers::Diana
- #init_weights — Ai4r::NeuralNetwork::Backpropagation
- #initialize_domain_data — Ai4r::Classifiers::NaiveBayes
- #initialize_klass_index — Ai4r::Classifiers::NaiveBayes
- #initialize_nodes — Ai4r::NeuralNetwork::Hopfield
- #initialize_pc — Ai4r::Classifiers::NaiveBayes
- #initialize_weights — Ai4r::NeuralNetwork::Hopfield
- #initiate_map — Ai4r::Som::Som
- #instantiate_weight — Ai4r::Som::Node
- #intialize — Ai4r::Clusterers::BisectingKMeans
- #is_number? — Ai4r::Data::DataSet
- #is_perfect — Ai4r::Classifiers::Prism
- #join_terms — Ai4r::Classifiers::Prism
- #klass_index — Ai4r::Classifiers::NaiveBayes
- #learning_rate_decay — Ai4r::Som::Layer
- #learning_rate_decay — Ai4r::Som::TwoPhaseLayer
- #linkage_distance — Ai4r::Clusterers::SingleLinkage
- #linkage_distance — Ai4r::Clusterers::WardLinkage
- #linkage_distance — Ai4r::Clusterers::AverageLinkage
- #linkage_distance — Ai4r::Clusterers::WeightedAverageLinkage
- #linkage_distance — Ai4r::Clusterers::CompleteLinkage
- #linkage_distance — Ai4r::Clusterers::CentroidLinkage
- #linkage_distance — Ai4r::Clusterers::MedianLinkage
- #load_csv — Ai4r::Data::DataSet
- #load_csv_with_labels — Ai4r::Data::DataSet
- #manage_empty_clusters — Ai4r::Clusterers::KMeans
- #marshal_dump — Ai4r::NeuralNetwork::Backpropagation
- #marshal_load — Ai4r::NeuralNetwork::Backpropagation
- #matches_conditions — Ai4r::Classifiers::Prism
- #max — Ai4r::Som::Node
- #max_diameter_cluster — Ai4r::Clusterers::Diana
- #max_distance_difference — Ai4r::Clusterers::Diana
- #merge_clusters — Ai4r::Clusterers::WardLinkageHierarchical
- #merge_clusters — Ai4r::Clusterers::SingleLinkage
- #min_entropy_index — Ai4r::Classifiers::ID3
- #most_freq — Ai4r::Classifiers::ID3
- #norm — Ai4r::Classifiers::IB1
- #normalize_class_probability — Ai4r::Classifiers::NaiveBayes
- #num_attributes — Ai4r::Data::DataSet
- #open_csv_file — Ai4r::Data::DataSet
- #parameters_info — Ai4r::Data::Parameterizable::ClassMethods
- #parse_csv — Ai4r::Data::DataSet
- #parse_csv_with_labels — Ai4r::Data::DataSet
- #populate_centroids — Ai4r::Clusterers::KMeans
- #preprocess_data — Ai4r::Classifiers::ID3
- #propagate — Ai4r::NeuralNetwork::Hopfield
- #radius_decay — Ai4r::Som::TwoPhaseLayer
- #radius_decay — Ai4r::Som::Layer
- #read_distance_matrix — Ai4r::Clusterers::SingleLinkage
- #read_weight — Ai4r::NeuralNetwork::Hopfield
- #recompute_centroids — Ai4r::Clusterers::KMeans
- #replace_worst_ranked — Ai4r::GeneticAlgorithm::GeneticSearch
- #reproduction — Ai4r::GeneticAlgorithm::GeneticSearch
- #run — Ai4r::GeneticAlgorithm::GeneticSearch
- #run — Ai4r::NeuralNetwork::Hopfield
- #select_random_individual — Ai4r::GeneticAlgorithm::GeneticSearch
- #selection — Ai4r::GeneticAlgorithm::GeneticSearch
- #set_data_items — Ai4r::Data::DataSet
- #set_data_labels — Ai4r::Data::DataSet
- #set_input — Ai4r::NeuralNetwork::Hopfield
- #set_parameters — Ai4r::Data::Parameterizable
- #sort_data_indices_by_dist_to_centroid — Ai4r::Clusterers::KMeans
- #split_data_examples — Ai4r::Classifiers::ID3
- #stop_criteria_met — Ai4r::Clusterers::KMeans
- #sum — Ai4r::Classifiers::NaiveBayes
- #test — Ai4r::Experiment::ClassifierEvaluator
- #test_classifier — Ai4r::Experiment::ClassifierEvaluator
- #then_clause — Ai4r::Classifiers::Prism
- #train — Ai4r::NeuralNetwork::Hopfield
- #train — Ai4r::NeuralNetwork::Backpropagation
- #train — Ai4r::Som::Som
- #train_step — Ai4r::Som::Som
- #update_distance_matrix — Ai4r::Clusterers::SingleLinkage
- #update_min_max — Ai4r::Classifiers::IB1
- #update_pipe — Ai4r::Classifiers::Hyperpipes
- #update_weights — Ai4r::NeuralNetwork::Backpropagation
- #value_index — Ai4r::Classifiers::NaiveBayes