List of all items

Structs

• DenseMatrix
• algorithms::classification::BernoulliNBModel
• algorithms::classification::OwnedSupportVectorClassifier
• algorithms::regression::OwnedSupportVectorRegressor
• metrics::ClusterMetrics
• metrics::HCVScore
• model::ComparisonEntry
• model::clustering::ClusteringModel
• model::supervised::SupervisedModel
• settings::BernoulliNBParameters
• settings::CategoricalNBParameters
• settings::ClassificationSettings
• settings::ClusteringSettings
• settings::DecisionTreeClassifierParameters
• settings::DecisionTreeRegressorParameters
• settings::ElasticNetParameters
• settings::ExtraTreesRegressorParameters
• settings::GaussianNBParameters
• settings::KNNParameters
• settings::LassoParameters
• settings::LinearRegressionParameters
• settings::LogisticRegressionParameters
• settings::MultinomialNBParameters
• settings::RandomForestClassifierParameters
• settings::RandomForestRegressorParameters
• settings::RidgeRegressionParameters
• settings::SVCParameters
• settings::SVRParameters
• settings::SupervisedSettings
• settings::XGRegressor
• settings::XGRegressorParameters
• utils::kernels::SmartcoreKernel

Enums

• algorithms::classification::ClassificationAlgorithm
• algorithms::clustering::ClusteringAlgorithm
• algorithms::regression::RegressionAlgorithm
• model::error::ModelError
• settings::ClusteringAlgorithmName
• settings::FinalAlgorithm
• settings::KNNAlgorithmName
• settings::KNNWeightFunction
• settings::LinearRegressionSolverName
• settings::LogisticRegressionSolverName
• settings::Metric
• settings::Objective
• settings::PreProcessing
• settings::RidgeRegressionSolverName
• settings::error::SettingsError
• utils::distance::Distance
• utils::distance::KNNRegressorDistance
• utils::distance::error::DistanceError
• utils::features::FeatureError
• utils::io::CsvError
• utils::kernels::Kernel

Traits

• algorithms::supervised_train::SupervisedTrain
• model::supervised::Algorithm
• model::supervised::SupervisedLearningSettings
• settings::WithSupervisedSettings

Functions

• metrics::completeness_score
• metrics::homogeneity_score
• metrics::v_measure_score
• utils::display::debug_option
• utils::display::print_knn_search_algorithm
• utils::display::print_knn_weight_function
• utils::display::print_option
• utils::features::interaction_features
• utils::features::polynomial_features
• utils::io::load_csv_features
• utils::io::load_labeled_csv
• utils::math::elementwise_multiply

Type Aliases

• model::classification::ClassificationModel
• model::error::ModelResult
• model::regression::RegressionModel
• settings::KNNClassifierParameters
• settings::KNNRegressorParameters