Methods
<< (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::Clusterer)
build (Ai4r::Classifiers::OneR)
build (Ai4r::Clusterers::SingleLinkage)
build (Ai4r::Classifiers::Prism)
build (Ai4r::Clusterers::Diana)
build (Ai4r::Clusterers::CentroidLinkage)
build (Ai4r::Classifiers::ID3)
build (Ai4r::Classifiers::Classifier)
build (Ai4r::Clusterers::WardLinkage)
build (Ai4r::Clusterers::BisectingKMeans)
build (Ai4r::Classifiers::ZeroR)
build (Ai4r::Clusterers::KMeans)
build (Ai4r::Clusterers::CompleteLinkage)
build (Ai4r::Clusterers::WeightedAverageLinkage)
build (Ai4r::Clusterers::MedianLinkage)
build (Ai4r::Experiment::ClassifierEvaluator)
build (Ai4r::Classifiers::MultilayerPerceptron)
build (Ai4r::Classifiers::NaiveBayes)
build (Ai4r::Classifiers::Hyperpipes)
build (Ai4r::Clusterers::AverageLinkage)
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_pipe (Ai4r::Classifiers::Hyperpipes)
build_rule (Ai4r::Classifiers::Prism)
build_rule (Ai4r::Classifiers::OneR)
calc_initial_centroids (Ai4r::Clusterers::KMeans)
calc_initial_centroids (Ai4r::Clusterers::BisectingKMeans)
calculate_error (Ai4r::NeuralNetwork::Backpropagation)
calculate_internal_deltas (Ai4r::NeuralNetwork::Backpropagation)
calculate_membership_clusters (Ai4r::Clusterers::KMeans)
calculate_output_deltas (Ai4r::NeuralNetwork::Backpropagation)
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)
cluster_diameter (Ai4r::Clusterers::Diana)
create (Ai4r::Som::Node)
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_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)
euclidean_distance (Ai4r::Data::Proximity)
euclidean_distance (Ai4r::Clusterers::Clusterer)
eval (Ai4r::Clusterers::Clusterer)
eval (Ai4r::Experiment::ClassifierEvaluator)
eval (Ai4r::NeuralNetwork::Hopfield)
eval (Ai4r::Clusterers::CentroidLinkage)
eval (Ai4r::Classifiers::OneR)
eval (Ai4r::Clusterers::SingleLinkage)
eval (Ai4r::Classifiers::ID3)
eval (Ai4r::Clusterers::WeightedAverageLinkage)
eval (Ai4r::Classifiers::NaiveBayes)
eval (Ai4r::Clusterers::Diana)
eval (Ai4r::NeuralNetwork::Backpropagation)
eval (Ai4r::Clusterers::MedianLinkage)
eval (Ai4r::Clusterers::CompleteLinkage)
eval (Ai4r::Clusterers::WardLinkage)
eval (Ai4r::Classifiers::Classifier)
eval (Ai4r::Classifiers::ZeroR)
eval (Ai4r::Clusterers::AverageLinkage)
eval (Ai4r::Classifiers::Hyperpipes)
eval (Ai4r::Clusterers::KMeans)
eval (Ai4r::Classifiers::Prism)
eval (Ai4r::Classifiers::MultilayerPerceptron)
feedforward (Ai4r::NeuralNetwork::Backpropagation)
find_biggest_cluster_index (Ai4r::Clusterers::BisectingKMeans)
find_bmu (Ai4r::Som::Som)
fitness (Ai4r::GeneticAlgorithm::Chromosome)
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::MultilayerPerceptron)
get_rules (Ai4r::Classifiers::ID3)
get_rules (Ai4r::Classifiers::ZeroR)
get_rules (Ai4r::Classifiers::Classifier)
get_rules (Ai4r::Classifiers::OneR)
get_rules (Ai4r::Classifiers::Prism)
get_rules (Ai4r::Classifiers::Hyperpipes)
global_error (Ai4r::Som::Som)
hamming_distance (Ai4r::Data::Proximity)
has_class_value (Ai4r::Classifiers::Prism)
included (Ai4r::Data::Parameterizable)
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_nodes (Ai4r::NeuralNetwork::Hopfield)
initialize_weights (Ai4r::NeuralNetwork::Hopfield)
initiate_map (Ai4r::Som::Som)
instantiate_weight (Ai4r::Som::Node)
intialize (Ai4r::Clusterers::BisectingKMeans)
is_perfect (Ai4r::Classifiers::Prism)
join_terms (Ai4r::Classifiers::Prism)
learning_rate_decay (Ai4r::Som::Layer)
learning_rate_decay (Ai4r::Som::TwoPhaseLayer)
linkage_distance (Ai4r::Clusterers::CentroidLinkage)
linkage_distance (Ai4r::Clusterers::WardLinkage)
linkage_distance (Ai4r::Clusterers::SingleLinkage)
linkage_distance (Ai4r::Clusterers::MedianLinkage)
linkage_distance (Ai4r::Clusterers::CompleteLinkage)
linkage_distance (Ai4r::Clusterers::AverageLinkage)
linkage_distance (Ai4r::Clusterers::WeightedAverageLinkage)
load_csv (Ai4r::Data::DataSet)
load_csv_with_labels (Ai4r::Data::DataSet)
manhattan_distance (Ai4r::Data::Proximity)
matches_conditions (Ai4r::Classifiers::Prism)
max (Ai4r::Data::Statistics)
max_diameter_cluster (Ai4r::Clusterers::Diana)
max_distance_difference (Ai4r::Clusterers::Diana)
mean (Ai4r::Data::Statistics)
merge_clusters (Ai4r::Clusterers::SingleLinkage)
min (Ai4r::Data::Statistics)
mode (Ai4r::Data::Statistics)
mutate (Ai4r::GeneticAlgorithm::Chromosome)
new (Ai4r::Data::DataSet)
new (Ai4r::Clusterers::KMeans)
new (Ai4r::Classifiers::MultilayerPerceptron)
new (Ai4r::GeneticAlgorithm::GeneticSearch)
new (Ai4r::NeuralNetwork::Backpropagation)
new (Ai4r::Som::Som)
new (Ai4r::Som::TwoPhaseLayer)
new (Ai4r::Classifiers::NaiveBayes)
new (Ai4r::Clusterers::SingleLinkage)
new (Ai4r::Classifiers::NaiveBayes::DataEntry)
new (Ai4r::NeuralNetwork::Hopfield)
new (Ai4r::Clusterers::Diana)
new (Ai4r::GeneticAlgorithm::Chromosome)
new (Ai4r::Som::Layer)
new (Ai4r::Experiment::ClassifierEvaluator)
num_attributes (Ai4r::Data::DataSet)
open_csv_file (Ai4r::Data::DataSet)
parameters_info (Ai4r::Data::Parameterizable::ClassMethods)
parse_csv (Ai4r::Data::DataSet)
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)
reproduce (Ai4r::GeneticAlgorithm::Chromosome)
reproduction (Ai4r::GeneticAlgorithm::GeneticSearch)
run (Ai4r::NeuralNetwork::Hopfield)
run (Ai4r::GeneticAlgorithm::GeneticSearch)
seed (Ai4r::GeneticAlgorithm::Chromosome)
selection (Ai4r::GeneticAlgorithm::GeneticSearch)
set_cost_matrix (Ai4r::GeneticAlgorithm::Chromosome)
set_data_items (Ai4r::Data::DataSet)
set_data_labels (Ai4r::Data::DataSet)
set_input (Ai4r::NeuralNetwork::Hopfield)
set_parameters (Ai4r::Data::Parameterizable)
simple_matching_distance (Ai4r::Data::Proximity)
squared_euclidean_distance (Ai4r::Data::Proximity)
standard_deviation (Ai4r::Data::Statistics)
stop_criteria_met (Ai4r::Clusterers::KMeans)
sup_distance (Ai4r::Data::Proximity)
test (Ai4r::Experiment::ClassifierEvaluator)
then_clause (Ai4r::Classifiers::Prism)
train (Ai4r::Som::Som)
train (Ai4r::NeuralNetwork::Hopfield)
train (Ai4r::NeuralNetwork::Backpropagation)
train_step (Ai4r::Som::Som)
update_distance_matrix (Ai4r::Clusterers::SingleLinkage)
update_pipe (Ai4r::Classifiers::Hyperpipes)
update_weights (Ai4r::NeuralNetwork::Backpropagation)
variance (Ai4r::Data::Statistics)