Method List
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#active_features Rumale::Preprocessing::OneHotEncoder
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#alphas Rumale::KernelMachine::KernelPCA
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#alphas Rumale::KernelMachine::KernelFDA
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#apply Rumale::Ensemble::RandomForestClassifier
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#apply Rumale::Ensemble::RandomForestRegressor
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#apply Rumale::Ensemble::ExtraTreesClassifier
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#apply Rumale::Tree::BaseDecisionTree
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#apply Rumale::Ensemble::ExtraTreesRegressor
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#apply Rumale::Ensemble::GradientBoostingRegressor
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#apply Rumale::Ensemble::GradientBoostingClassifier
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#apply Rumale::Tree::GradientTreeRegressor
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#auc Rumale::EvaluationMeasure::ROCAUC
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#average Rumale::EvaluationMeasure::FScore
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#average Rumale::EvaluationMeasure::Recall
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#average Rumale::EvaluationMeasure::Precision
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#best_estimator Rumale::ModelSelection::GridSearchCV
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#best_index Rumale::ModelSelection::GridSearchCV
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#best_params Rumale::ModelSelection::GridSearchCV
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#best_score Rumale::ModelSelection::GridSearchCV
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#bias_term Rumale::LinearModel::BaseEstimator
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#categories Rumale::Preprocessing::OrdinalEncoder
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#centers Rumale::NeuralNetwork::RBFRegressor
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#centers Rumale::NeuralNetwork::RBFClassifier
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#class_means Rumale::MetricLearning::FisherDiscriminantAnalysis
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#class_priors Rumale::NaiveBayes::ComplementNB
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#class_priors Rumale::NaiveBayes::MultinomialNB
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#class_priors Rumale::NaiveBayes::NegationNB
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#class_priors Rumale::NaiveBayes::BernoulliNB
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#class_priors Rumale::NaiveBayes::GaussianNB
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#classes Rumale::Ensemble::RandomForestClassifier
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#classes Rumale::NearestNeighbors::KNeighborsClassifier
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#classes Rumale::LinearModel::LogisticRegression
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#classes Rumale::MetricLearning::LocalFisherDiscriminantAnalysis
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#classes Rumale::LinearModel::SGDClassifier
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#classes Rumale::NeuralNetwork::RVFLClassifier
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#classes Rumale::Tree::DecisionTreeClassifier
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#classes Rumale::Tree::ExtraTreeClassifier
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#classes Rumale::Ensemble::GradientBoostingClassifier
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#classes Rumale::NeuralNetwork::RBFClassifier
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#classes Rumale::Ensemble::ExtraTreesClassifier
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#classes Rumale::Ensemble::VotingClassifier
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#classes Rumale::KernelMachine::KernelSVC
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#classes Rumale::NeuralNetwork::MLPClassifier
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#classes Rumale::Ensemble::StackingClassifier
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#classes Rumale::NaiveBayes::GaussianNB
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#classes Rumale::Preprocessing::LabelEncoder
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#classes Rumale::KernelMachine::KernelRidgeClassifier
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#classes Rumale::NaiveBayes::NegationNB
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#classes Rumale::MetricLearning::FisherDiscriminantAnalysis
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#classes Rumale::NaiveBayes::BernoulliNB
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#classes Rumale::Preprocessing::LabelBinarizer
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#classes Rumale::NaiveBayes::MultinomialNB
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#classes Rumale::Ensemble::AdaBoostClassifier
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#classes Rumale::LinearModel::SVC
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#classes Rumale::NaiveBayes::ComplementNB
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classification_report Rumale::EvaluationMeasure
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#cluster_centers Rumale::Clustering::MiniBatchKMeans
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#cluster_centers Rumale::Clustering::MeanShift
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#cluster_centers Rumale::Clustering::KMeans
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#component_indices Rumale::KernelApproximation::Nystroem
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#components Rumale::MetricLearning::MLKR
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#components Rumale::Decomposition::NMF
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#components Rumale::Decomposition::FactorAnalysis
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#components Rumale::Decomposition::PCA
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#components Rumale::Preprocessing::KernelCalculator
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#components Rumale::MetricLearning::LocalFisherDiscriminantAnalysis
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#components Rumale::Decomposition::FastICA
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#components Rumale::MetricLearning::FisherDiscriminantAnalysis
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#components Rumale::MetricLearning::NeighbourhoodComponentAnalysis
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#components Rumale::Decomposition::SparsePCA
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#components Rumale::KernelApproximation::Nystroem
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confusion_matrix Rumale::EvaluationMeasure
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#core_sample_ids Rumale::Clustering::DBSCAN
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cosine_distance Rumale::PairwiseMetric
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cosine_similarity Rumale::PairwiseMetric
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#covariances Rumale::Clustering::GaussianMixture
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#cv_results Rumale::ModelSelection::GridSearchCV
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#decision_function Rumale::NeuralNetwork::RVFLClassifier
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#decision_function Rumale::LinearModel::SVC
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#decision_function Rumale::Ensemble::AdaBoostClassifier
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#decision_function Rumale::Ensemble::StackingClassifier
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#decision_function Rumale::NeuralNetwork::RBFClassifier
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#decision_function Rumale::LinearModel::SGDClassifier
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#decision_function Rumale::NaiveBayes::MultinomialNB
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#decision_function Rumale::NaiveBayes::ComplementNB
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#decision_function Rumale::NearestNeighbors::KNeighborsClassifier
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#decision_function Rumale::ModelSelection::GridSearchCV
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#decision_function Rumale::Ensemble::GradientBoostingClassifier
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#decision_function Rumale::Pipeline::Pipeline
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#decision_function Rumale::KernelMachine::KernelRidgeClassifier
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#decision_function Rumale::KernelMachine::KernelSVC
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#decision_function Rumale::Ensemble::VotingClassifier
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#decision_function Rumale::NaiveBayes::BernoulliNB
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#decision_function Rumale::LinearModel::LogisticRegression
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#decision_function Rumale::NaiveBayes::GaussianNB
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#decision_function Rumale::NaiveBayes::NegationNB
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dump_libsvm_file Rumale::Dataset
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#embedding Rumale::Manifold::TSNE
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#embedding Rumale::Manifold::LocalTangentSpaceAlignment
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#embedding Rumale::Manifold::MDS
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#embedding Rumale::Manifold::HessianEigenmaps
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#embedding Rumale::Clustering::PowerIteration
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#embedding Rumale::Manifold::LocallyLinearEmbedding
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#embedding Rumale::Clustering::SpectralClustering
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#embedding Rumale::Manifold::LaplacianEigenmaps
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#estimator Rumale::ModelSelection::CrossValidation
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#estimator_weights Rumale::Ensemble::AdaBoostRegressor
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#estimators Rumale::Ensemble::StackingRegressor
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#estimators Rumale::Ensemble::StackingClassifier
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#estimators Rumale::Ensemble::RandomForestRegressor
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#estimators Rumale::Ensemble::AdaBoostClassifier
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#estimators Rumale::Ensemble::VotingRegressor
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#estimators Rumale::Ensemble::AdaBoostRegressor
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#estimators Rumale::Ensemble::RandomForestClassifier
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#estimators Rumale::Ensemble::ExtraTreesRegressor
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#estimators Rumale::Ensemble::GradientBoostingRegressor
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#estimators Rumale::Ensemble::GradientBoostingClassifier
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#estimators Rumale::Ensemble::ExtraTreesClassifier
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#estimators Rumale::Ensemble::VotingClassifier
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euclidean_distance Rumale::PairwiseMetric
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#evaluator Rumale::ModelSelection::CrossValidation
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#feature_importances Rumale::Tree::GradientTreeRegressor
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#feature_importances Rumale::Tree::ExtraTreeRegressor
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#feature_importances Rumale::Ensemble::GradientBoostingClassifier
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#feature_importances Rumale::Tree::DecisionTreeRegressor
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#feature_importances Rumale::Ensemble::AdaBoostClassifier
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#feature_importances Rumale::Ensemble::ExtraTreesClassifier
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#feature_importances Rumale::Ensemble::AdaBoostRegressor
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#feature_importances Rumale::Ensemble::RandomForestRegressor
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#feature_importances Rumale::Tree::DecisionTreeClassifier
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#feature_importances Rumale::Tree::ExtraTreeClassifier
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#feature_importances Rumale::Ensemble::GradientBoostingRegressor
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#feature_importances Rumale::Ensemble::RandomForestClassifier
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#feature_importances Rumale::Ensemble::ExtraTreesRegressor
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#feature_indices Rumale::Preprocessing::OneHotEncoder
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#feature_names Rumale::FeatureExtraction::HashVectorizer
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#feature_probs Rumale::NaiveBayes::BernoulliNB
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#feature_probs Rumale::NaiveBayes::MultinomialNB
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#feature_probs Rumale::NaiveBayes::ComplementNB
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#feature_probs Rumale::NaiveBayes::NegationNB
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#feature_steps Rumale::Preprocessing::BinDiscretizer
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#fit Rumale::Manifold::LaplacianEigenmaps
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#fit Rumale::Preprocessing::L2Normalizer
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#fit Rumale::NaiveBayes::MultinomialNB
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#fit Rumale::FeatureExtraction::HashVectorizer
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#fit Rumale::Ensemble::ExtraTreesRegressor
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#fit Rumale::Preprocessing::L1Normalizer
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#fit Rumale::Pipeline::Pipeline
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#fit Rumale::LinearModel::SGDRegressor
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#fit Rumale::Ensemble::RandomForestRegressor
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#fit Rumale::Clustering::MiniBatchKMeans
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#fit Rumale::Clustering::SpectralClustering
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#fit Rumale::Ensemble::ExtraTreesClassifier
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#fit Rumale::FeatureExtraction::FeatureHasher
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#fit Rumale::KernelMachine::KernelFDA
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#fit Rumale::LinearModel::SGDClassifier
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#fit Rumale::KernelMachine::KernelPCA
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#fit Rumale::KernelMachine::KernelSVC
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#fit Rumale::KernelApproximation::Nystroem
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#fit Rumale::Clustering::DBSCAN
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#fit Rumale::MetricLearning::NeighbourhoodComponentAnalysis
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#fit Rumale::Clustering::HDBSCAN
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#fit Rumale::Clustering::KMeans
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#fit Rumale::Preprocessing::PolynomialFeatures
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#fit Rumale::Base::Regressor
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#fit Rumale::LinearModel::SVC
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#fit Rumale::Manifold::LocalTangentSpaceAlignment
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#fit Rumale::LinearModel::SVR
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#fit Rumale::MetricLearning::FisherDiscriminantAnalysis
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#fit Rumale::LinearModel::NNLS
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#fit Rumale::ModelSelection::GridSearchCV
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#fit Rumale::Base::Classifier
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#fit Rumale::Clustering::KMedoids
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#fit Rumale::Decomposition::NMF
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#fit Rumale::Ensemble::GradientBoostingClassifier
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#fit Rumale::Decomposition::PCA
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#fit Rumale::LinearModel::Lasso
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#fit Rumale::LinearModel::Ridge
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#fit Rumale::Preprocessing::KernelCalculator
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#fit Rumale::Pipeline::FeatureUnion
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#fit Rumale::NeuralNetwork::RVFLClassifier
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#fit Rumale::NearestNeighbors::KNeighborsClassifier
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#fit Rumale::Clustering::MeanShift
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#fit Rumale::LinearModel::LogisticRegression
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#fit Rumale::KernelApproximation::RBF
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#fit Rumale::Tree::DecisionTreeRegressor
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#fit Rumale::Ensemble::GradientBoostingRegressor
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#fit Rumale::NearestNeighbors::KNeighborsRegressor
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#fit Rumale::Tree::GradientTreeRegressor
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#fit Rumale::Ensemble::VotingRegressor
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#fit Rumale::NeuralNetwork::RVFLRegressor
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#fit Rumale::NeuralNetwork::RBFClassifier
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#fit Rumale::Base::Transformer
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#fit Rumale::Tree::DecisionTreeClassifier
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#fit Rumale::Ensemble::VotingClassifier
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#fit Rumale::NeuralNetwork::MLPClassifier
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#fit Rumale::Manifold::HessianEigenmaps
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#fit Rumale::Preprocessing::StandardScaler
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#fit Rumale::NaiveBayes::GaussianNB
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#fit Rumale::FeatureExtraction::TfidfTransformer
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#fit Rumale::NaiveBayes::NegationNB
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#fit Rumale::Preprocessing::OrdinalEncoder
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#fit Rumale::Clustering::SingleLinkage
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#fit Rumale::Preprocessing::OneHotEncoder
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#fit Rumale::Decomposition::FastICA
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#fit Rumale::Ensemble::StackingRegressor
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#fit Rumale::Preprocessing::LabelBinarizer
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#fit Rumale::Preprocessing::BinDiscretizer
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#fit Rumale::Manifold::MDS
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#fit Rumale::MetricLearning::MLKR
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#fit Rumale::NaiveBayes::BernoulliNB
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#fit Rumale::NeuralNetwork::RBFRegressor
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#fit Rumale::Clustering::PowerIteration
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#fit Rumale::NeuralNetwork::MLPRegressor
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#fit Rumale::KernelMachine::KernelRidgeClassifier
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#fit Rumale::Ensemble::AdaBoostRegressor
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#fit Rumale::LinearModel::LinearRegression
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#fit Rumale::Decomposition::FactorAnalysis
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#fit Rumale::Ensemble::StackingClassifier
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#fit Rumale::Preprocessing::MinMaxScaler
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#fit Rumale::LinearModel::ElasticNet
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#fit Rumale::Preprocessing::MaxNormalizer
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#fit Rumale::MetricLearning::LocalFisherDiscriminantAnalysis
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#fit Rumale::Preprocessing::LabelEncoder
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#fit Rumale::Manifold::TSNE
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#fit Rumale::NaiveBayes::ComplementNB
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#fit Rumale::Preprocessing::Binarizer
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#fit Rumale::Preprocessing::MaxAbsScaler
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#fit Rumale::Manifold::LocallyLinearEmbedding
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#fit Rumale::Clustering::GaussianMixture
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#fit Rumale::KernelMachine::KernelRidge
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#fit Rumale::Ensemble::RandomForestClassifier
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#fit Rumale::Clustering::SNN
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#fit Rumale::Decomposition::SparsePCA
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#fit Rumale::Ensemble::AdaBoostClassifier
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#fit_predict Rumale::Clustering::KMeans
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#fit_predict Rumale::Pipeline::Pipeline
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#fit_predict Rumale::Clustering::MeanShift
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#fit_predict Rumale::Clustering::PowerIteration
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#fit_predict Rumale::Base::ClusterAnalyzer
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#fit_predict Rumale::Clustering::SNN
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#fit_predict Rumale::Clustering::SpectralClustering
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#fit_predict Rumale::Clustering::DBSCAN
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#fit_predict Rumale::Clustering::KMedoids
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#fit_predict Rumale::Clustering::MiniBatchKMeans
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#fit_predict Rumale::Clustering::SingleLinkage
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#fit_predict Rumale::Clustering::HDBSCAN
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#fit_predict Rumale::Clustering::GaussianMixture
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fit_sigmoid Rumale::ProbabilisticOutput
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#fit_transform Rumale::Manifold::LaplacianEigenmaps
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#fit_transform Rumale::Preprocessing::MaxAbsScaler
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#fit_transform Rumale::Preprocessing::PolynomialFeatures
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#fit_transform Rumale::MetricLearning::NeighbourhoodComponentAnalysis
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#fit_transform Rumale::Decomposition::SparsePCA
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#fit_transform Rumale::Decomposition::FastICA
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#fit_transform Rumale::Preprocessing::LabelBinarizer
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#fit_transform Rumale::MetricLearning::LocalFisherDiscriminantAnalysis
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#fit_transform Rumale::Preprocessing::OneHotEncoder
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#fit_transform Rumale::Ensemble::StackingRegressor
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#fit_transform Rumale::Preprocessing::BinDiscretizer
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#fit_transform Rumale::Manifold::TSNE
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#fit_transform Rumale::Pipeline::Pipeline
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#fit_transform Rumale::MetricLearning::MLKR
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#fit_transform Rumale::Preprocessing::OrdinalEncoder
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#fit_transform Rumale::Preprocessing::StandardScaler
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#fit_transform Rumale::Manifold::MDS
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#fit_transform Rumale::Preprocessing::Binarizer
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#fit_transform Rumale::Manifold::HessianEigenmaps
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#fit_transform Rumale::Base::Transformer
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#fit_transform Rumale::Manifold::LocallyLinearEmbedding
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#fit_transform Rumale::FeatureExtraction::TfidfTransformer
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#fit_transform Rumale::KernelApproximation::RBF
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#fit_transform Rumale::Preprocessing::L1Normalizer
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#fit_transform Rumale::KernelMachine::KernelPCA
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#fit_transform Rumale::KernelMachine::KernelFDA
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#fit_transform Rumale::Decomposition::PCA
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#fit_transform Rumale::Decomposition::FactorAnalysis
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#fit_transform Rumale::Decomposition::NMF
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#fit_transform Rumale::MetricLearning::FisherDiscriminantAnalysis
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#fit_transform Rumale::Manifold::LocalTangentSpaceAlignment
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#fit_transform Rumale::Preprocessing::MinMaxScaler
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#fit_transform Rumale::FeatureExtraction::FeatureHasher
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#fit_transform Rumale::Ensemble::StackingClassifier
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#fit_transform Rumale::Preprocessing::MaxNormalizer
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#fit_transform Rumale::FeatureExtraction::HashVectorizer
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#fit_transform Rumale::Preprocessing::LabelEncoder
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#fit_transform Rumale::Preprocessing::L2Normalizer
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#fit_transform Rumale::Preprocessing::KernelCalculator
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#fit_transform Rumale::KernelApproximation::Nystroem
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#fit_transform Rumale::Pipeline::FeatureUnion
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#hierarchy Rumale::Clustering::SingleLinkage
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#idf Rumale::FeatureExtraction::TfidfTransformer
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#initialize Rumale::Manifold::HessianEigenmaps
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#initialize Rumale::Tree::Node
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#initialize Rumale::Manifold::MDS
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#initialize Rumale::Manifold::TSNE
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#initialize Rumale::Clustering::SNN
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#initialize Rumale::Pipeline::Pipeline
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#initialize Rumale::Clustering::DBSCAN
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#initialize Rumale::Tree::BaseDecisionTree
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#initialize Rumale::Clustering::HDBSCAN
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#initialize Rumale::Clustering::KMeans
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#initialize Rumale::LinearModel::SVC
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#initialize Rumale::LinearModel::SVR
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#initialize Rumale::LinearModel::NNLS
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#initialize Rumale::Tree::ExtraTreeRegressor
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#initialize Rumale::Clustering::KMedoids
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#initialize Rumale::Decomposition::NMF
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#initialize Rumale::Decomposition::PCA
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#initialize Rumale::LinearModel::Lasso
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#initialize Rumale::LinearModel::Ridge
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#initialize Rumale::Pipeline::FeatureUnion
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#initialize Rumale::Tree::ExtraTreeClassifier
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#initialize Rumale::Clustering::MeanShift
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#initialize Rumale::Tree::DecisionTreeRegressor
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#initialize Rumale::Tree::GradientTreeRegressor
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#initialize Rumale::Ensemble::VotingRegressor
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#initialize Rumale::Tree::DecisionTreeClassifier
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#initialize Rumale::Ensemble::VotingClassifier
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#initialize Rumale::NaiveBayes::GaussianNB
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#initialize Rumale::NaiveBayes::NegationNB
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#initialize Rumale::Clustering::SingleLinkage
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#initialize Rumale::Decomposition::FastICA
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#initialize Rumale::Ensemble::StackingRegressor
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#initialize Rumale::MetricLearning::MLKR
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#initialize Rumale::NaiveBayes::BernoulliNB
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#initialize Rumale::Clustering::PowerIteration
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#initialize Rumale::Ensemble::AdaBoostRegressor
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#initialize Rumale::Ensemble::StackingClassifier
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#initialize Rumale::LinearModel::ElasticNet
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#initialize Rumale::Manifold::LaplacianEigenmaps
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#initialize Rumale::NaiveBayes::ComplementNB
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#initialize Rumale::Preprocessing::Binarizer
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#initialize Rumale::Clustering::GaussianMixture
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#initialize Rumale::Decomposition::SparsePCA
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#initialize Rumale::Ensemble::AdaBoostClassifier
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#initialize Rumale::ModelSelection::KFold
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#initialize Rumale::NaiveBayes::MultinomialNB
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#initialize Rumale::NeuralNetwork::BaseMLP
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#initialize Rumale::NeuralNetwork::BaseRBF
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#initialize Rumale::Ensemble::ExtraTreesRegressor
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#initialize Rumale::LinearModel::SGDEstimator
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#initialize Rumale::LinearModel::SGDRegressor
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#initialize Rumale::NeuralNetwork::BaseRVFL
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#initialize Rumale::Clustering::MiniBatchKMeans
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#initialize Rumale::Ensemble::ExtraTreesClassifier
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#initialize Rumale::KernelMachine::KernelFDA
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#initialize Rumale::KernelMachine::KernelPCA
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#initialize Rumale::KernelMachine::KernelSVC
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#initialize Rumale::LinearModel::SGDClassifier
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#initialize Rumale::NaiveBayes::BaseNaiveBayes
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#initialize Rumale::Clustering::SpectralClustering
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#initialize Rumale::Ensemble::RandomForestRegressor
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#initialize Rumale::Preprocessing::L1Normalizer
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#initialize Rumale::Preprocessing::L2Normalizer
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#initialize Rumale::Preprocessing::LabelEncoder
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#initialize Rumale::Ensemble::RandomForestClassifier
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#initialize Rumale::KernelMachine::KernelRidge
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#initialize Rumale::Manifold::LocallyLinearEmbedding
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#initialize Rumale::Preprocessing::MaxAbsScaler
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#initialize Rumale::Preprocessing::MaxNormalizer
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#initialize Rumale::Preprocessing::MinMaxScaler
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#initialize Rumale::Decomposition::FactorAnalysis
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#initialize Rumale::LinearModel::LinearRegression
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#initialize Rumale::NeuralNetwork::MLPRegressor
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#initialize Rumale::NeuralNetwork::RBFRegressor
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#initialize Rumale::Preprocessing::BinDiscretizer
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#initialize Rumale::Preprocessing::LabelBinarizer
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#initialize Rumale::Preprocessing::OneHotEncoder
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#initialize Rumale::Preprocessing::OrdinalEncoder
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#initialize Rumale::Preprocessing::StandardScaler
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#initialize Rumale::EvaluationMeasure::Recall
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#initialize Rumale::ModelSelection::GroupKFold
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#initialize Rumale::NeuralNetwork::MLPClassifier
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#initialize Rumale::NeuralNetwork::RBFClassifier
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#initialize Rumale::NeuralNetwork::RVFLRegressor
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#initialize Rumale::Ensemble::GradientBoostingRegressor
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#initialize Rumale::EvaluationMeasure::FScore
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#initialize Rumale::KernelApproximation::RBF
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#initialize Rumale::LinearModel::LogisticRegression
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#initialize Rumale::ModelSelection::ShuffleSplit
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#initialize Rumale::NeuralNetwork::RVFLClassifier
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#initialize Rumale::Preprocessing::KernelCalculator
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#initialize Rumale::Ensemble::GradientBoostingClassifier
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#initialize Rumale::EvaluationMeasure::R2Score
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#initialize Rumale::ModelSelection::GridSearchCV
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#initialize Rumale::EvaluationMeasure::Precision
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#initialize Rumale::Manifold::LocalTangentSpaceAlignment
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#initialize Rumale::Preprocessing::PolynomialFeatures
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#initialize Rumale::ModelSelection::CrossValidation
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#initialize Rumale::ModelSelection::StratifiedKFold
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#initialize Rumale::ModelSelection::TimeSeriesSplit
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#initialize Rumale::KernelApproximation::Nystroem
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#initialize Rumale::ModelSelection::GroupShuffleSplit
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#initialize Rumale::FeatureExtraction::FeatureHasher
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#initialize Rumale::FeatureExtraction::HashVectorizer
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#initialize Rumale::KernelMachine::KernelRidgeClassifier
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#initialize Rumale::EvaluationMeasure::SilhouetteScore
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#initialize Rumale::FeatureExtraction::TfidfTransformer
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#initialize Rumale::ModelSelection::StratifiedShuffleSplit
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#initialize Rumale::NearestNeighbors::KNeighborsRegressor
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#initialize Rumale::NearestNeighbors::KNeighborsClassifier
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#initialize Rumale::MetricLearning::FisherDiscriminantAnalysis
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#initialize Rumale::MetricLearning::NeighbourhoodComponentAnalysis
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#initialize Rumale::MetricLearning::LocalFisherDiscriminantAnalysis
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#inverse_transform Rumale::Decomposition::FastICA
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#inverse_transform Rumale::Preprocessing::LabelBinarizer
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#inverse_transform Rumale::FeatureExtraction::HashVectorizer
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#inverse_transform Rumale::Decomposition::PCA
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#inverse_transform Rumale::Pipeline::Pipeline
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#inverse_transform Rumale::Preprocessing::LabelEncoder
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#inverse_transform Rumale::Decomposition::NMF
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#inverse_transform Rumale::Preprocessing::OrdinalEncoder
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#kl_divergence Rumale::Manifold::TSNE
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#labels Rumale::Clustering::SpectralClustering
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#labels Rumale::Clustering::SingleLinkage
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#labels Rumale::NearestNeighbors::KNeighborsClassifier
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#labels Rumale::Clustering::HDBSCAN
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#labels Rumale::Clustering::DBSCAN
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#labels Rumale::Clustering::PowerIteration
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#lambdas Rumale::KernelMachine::KernelPCA
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#leaf_labels Rumale::Tree::DecisionTreeClassifier
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#leaf_labels Rumale::Tree::ExtraTreeClassifier
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#leaf_values Rumale::Tree::DecisionTreeRegressor
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#leaf_values Rumale::Tree::ExtraTreeRegressor
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#leaf_weights Rumale::Tree::GradientTreeRegressor
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linear_kernel Rumale::PairwiseMetric
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load_libsvm_file Rumale::Dataset
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#loglike Rumale::Decomposition::FactorAnalysis
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make_blobs Rumale::Dataset
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make_circles Rumale::Dataset
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make_moons Rumale::Dataset
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manhattan_distance Rumale::PairwiseMetric
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#max_abs_vec Rumale::Preprocessing::MaxAbsScaler
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#max_train_size Rumale::ModelSelection::TimeSeriesSplit
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#max_vec Rumale::Preprocessing::MinMaxScaler
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#mean Rumale::Decomposition::FactorAnalysis
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#mean Rumale::Decomposition::PCA
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#mean Rumale::MetricLearning::FisherDiscriminantAnalysis
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#mean Rumale::Decomposition::SparsePCA
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#mean_vec Rumale::Preprocessing::StandardScaler
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#means Rumale::Clustering::GaussianMixture
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#means Rumale::NaiveBayes::GaussianNB
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#medoid_ids Rumale::Clustering::KMedoids
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#meta_estimator Rumale::Ensemble::StackingRegressor
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#meta_estimator Rumale::Ensemble::StackingClassifier
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#min_vec Rumale::Preprocessing::MinMaxScaler
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#mixing Rumale::Decomposition::FastICA
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#n_iter Rumale::NeuralNetwork::MLPRegressor
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#n_iter Rumale::MetricLearning::NeighbourhoodComponentAnalysis
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#n_iter Rumale::Clustering::PowerIteration
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#n_iter Rumale::Clustering::GaussianMixture
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#n_iter Rumale::Manifold::MDS
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#n_iter Rumale::MetricLearning::MLKR
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#n_iter Rumale::LinearModel::NNLS
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#n_iter Rumale::NeuralNetwork::MLPClassifier
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#n_iter Rumale::Decomposition::FastICA
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#n_iter Rumale::LinearModel::Lasso
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#n_iter Rumale::Decomposition::FactorAnalysis
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#n_iter Rumale::Manifold::TSNE
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#n_iter Rumale::LinearModel::ElasticNet
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#n_output_features Rumale::Preprocessing::PolynomialFeatures
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#n_splits Rumale::ModelSelection::StratifiedKFold
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#n_splits Rumale::ModelSelection::TimeSeriesSplit
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#n_splits Rumale::Base::Splitter
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#n_splits Rumale::ModelSelection::KFold
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#n_splits Rumale::ModelSelection::GroupKFold
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#n_splits Rumale::ModelSelection::ShuffleSplit
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#n_splits Rumale::ModelSelection::StratifiedShuffleSplit
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#n_splits Rumale::ModelSelection::GroupShuffleSplit
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#n_values Rumale::Preprocessing::OneHotEncoder
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#network Rumale::NeuralNetwork::MLPRegressor
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#network Rumale::NeuralNetwork::MLPClassifier
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#noise_variance Rumale::Decomposition::FactorAnalysis
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#norm_vec Rumale::Preprocessing::MaxNormalizer
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#norm_vec Rumale::Preprocessing::L1Normalizer
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#norm_vec Rumale::Preprocessing::L2Normalizer
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#normalizer Rumale::KernelApproximation::Nystroem
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#params Rumale::Base::Estimator
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#partial_fit Rumale::LinearModel::SGDClassifier
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#partial_fit Rumale::LinearModel::SGDRegressor
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#perform Rumale::ModelSelection::CrossValidation
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polynomial_kernel Rumale::PairwiseMetric
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#predict Rumale::LinearModel::LinearRegression
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#predict Rumale::Clustering::GaussianMixture
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#predict Rumale::KernelMachine::KernelRidge
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#predict Rumale::LinearModel::ElasticNet
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#predict Rumale::Ensemble::StackingClassifier
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#predict Rumale::Ensemble::AdaBoostRegressor
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#predict Rumale::NeuralNetwork::MLPRegressor
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#predict Rumale::NeuralNetwork::RBFRegressor
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#predict Rumale::Ensemble::StackingRegressor
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#predict Rumale::NearestNeighbors::KNeighborsRegressor
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#predict Rumale::Ensemble::VotingClassifier
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#predict Rumale::NeuralNetwork::MLPClassifier
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#predict Rumale::Tree::DecisionTreeClassifier
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#predict Rumale::NeuralNetwork::RBFClassifier
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#predict Rumale::NeuralNetwork::RVFLRegressor
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#predict Rumale::Ensemble::VotingRegressor
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#predict Rumale::Tree::GradientTreeRegressor
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#predict Rumale::Ensemble::GradientBoostingRegressor
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#predict Rumale::Tree::DecisionTreeRegressor
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#predict Rumale::NearestNeighbors::KNeighborsClassifier
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#predict Rumale::Clustering::MeanShift
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#predict Rumale::LinearModel::LogisticRegression
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#predict Rumale::NeuralNetwork::RVFLClassifier
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#predict Rumale::LinearModel::Ridge
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#predict Rumale::LinearModel::Lasso
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#predict Rumale::Ensemble::GradientBoostingClassifier
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#predict Rumale::Base::Classifier
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#predict Rumale::Clustering::KMedoids
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#predict Rumale::LinearModel::NNLS
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#predict Rumale::ModelSelection::GridSearchCV
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#predict Rumale::LinearModel::SVR
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#predict Rumale::Base::Regressor
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#predict Rumale::LinearModel::SVC
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#predict Rumale::Clustering::KMeans
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#predict Rumale::Pipeline::Pipeline
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#predict Rumale::KernelMachine::KernelSVC
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#predict Rumale::LinearModel::SGDClassifier
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#predict Rumale::KernelMachine::KernelRidgeClassifier
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#predict Rumale::NaiveBayes::BaseNaiveBayes
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#predict Rumale::Ensemble::ExtraTreesClassifier
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#predict Rumale::Clustering::MiniBatchKMeans
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#predict Rumale::LinearModel::SGDRegressor
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#predict Rumale::Ensemble::RandomForestRegressor
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#predict Rumale::Ensemble::ExtraTreesRegressor
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#predict Rumale::Ensemble::AdaBoostClassifier
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#predict Rumale::Ensemble::RandomForestClassifier
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#predict_log_proba Rumale::Pipeline::Pipeline
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#predict_log_proba Rumale::NaiveBayes::BaseNaiveBayes
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#predict_log_proba Rumale::ModelSelection::GridSearchCV
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#predict_proba Rumale::Ensemble::AdaBoostClassifier
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#predict_proba Rumale::Pipeline::Pipeline
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#predict_proba Rumale::LinearModel::SGDClassifier
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#predict_proba Rumale::Ensemble::ExtraTreesClassifier
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#predict_proba Rumale::ModelSelection::GridSearchCV
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#predict_proba Rumale::LinearModel::LogisticRegression
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#predict_proba Rumale::KernelMachine::KernelSVC
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#predict_proba Rumale::LinearModel::SVC
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#predict_proba Rumale::Ensemble::GradientBoostingClassifier
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#predict_proba Rumale::Ensemble::StackingClassifier
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#predict_proba Rumale::Ensemble::VotingClassifier
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#predict_proba Rumale::NaiveBayes::BaseNaiveBayes
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#predict_proba Rumale::Tree::DecisionTreeClassifier
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#predict_proba Rumale::Ensemble::RandomForestClassifier
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#predict_proba Rumale::NeuralNetwork::MLPClassifier
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#prototypes Rumale::NearestNeighbors::KNeighborsClassifier
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#prototypes Rumale::NearestNeighbors::KNeighborsRegressor
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#random_bias Rumale::NeuralNetwork::RVFLClassifier
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#random_bias Rumale::NeuralNetwork::RVFLRegressor
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#random_mat Rumale::KernelApproximation::RBF
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#random_vec Rumale::KernelApproximation::RBF
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#random_weight_vec Rumale::NeuralNetwork::RVFLRegressor
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#random_weight_vec Rumale::NeuralNetwork::RVFLClassifier
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rbf_kernel Rumale::PairwiseMetric
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#return_train_score Rumale::ModelSelection::CrossValidation
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#rng Rumale::LinearModel::SGDRegressor
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#rng Rumale::Clustering::KMedoids
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#rng Rumale::Ensemble::AdaBoostClassifier
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#rng Rumale::Tree::ExtraTreeRegressor
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#rng Rumale::ModelSelection::StratifiedShuffleSplit
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#rng Rumale::ModelSelection::KFold
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#rng Rumale::Tree::GradientTreeRegressor
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#rng Rumale::Manifold::MDS
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#rng Rumale::LinearModel::SGDClassifier
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#rng Rumale::KernelMachine::KernelSVC
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#rng Rumale::MetricLearning::MLKR
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#rng Rumale::Manifold::TSNE
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#rng Rumale::Clustering::KMeans
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#rng Rumale::MetricLearning::NeighbourhoodComponentAnalysis
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#rng Rumale::ModelSelection::GroupShuffleSplit
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#rng Rumale::Ensemble::GradientBoostingRegressor
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#rng Rumale::ModelSelection::ShuffleSplit
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#rng Rumale::NeuralNetwork::RBFRegressor
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#rng Rumale::ModelSelection::StratifiedKFold
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#rng Rumale::KernelApproximation::Nystroem
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#rng Rumale::NeuralNetwork::MLPRegressor
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#rng Rumale::Ensemble::AdaBoostRegressor
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#rng Rumale::Ensemble::RandomForestRegressor
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#rng Rumale::Tree::ExtraTreeClassifier
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#rng Rumale::Clustering::MiniBatchKMeans
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#rng Rumale::NeuralNetwork::RVFLClassifier
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#rng Rumale::NeuralNetwork::RVFLRegressor
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#rng Rumale::Ensemble::RandomForestClassifier
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#rng Rumale::Tree::DecisionTreeClassifier
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#rng Rumale::NeuralNetwork::RBFClassifier
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#rng Rumale::Ensemble::ExtraTreesRegressor
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#rng Rumale::Ensemble::ExtraTreesClassifier
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#rng Rumale::Decomposition::FastICA
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#rng Rumale::Ensemble::GradientBoostingClassifier
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#rng Rumale::Tree::DecisionTreeRegressor
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#rng Rumale::Decomposition::PCA
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#rng Rumale::NeuralNetwork::MLPClassifier
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#rng Rumale::Decomposition::NMF
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#rng Rumale::KernelApproximation::RBF
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#rng Rumale::Decomposition::SparsePCA
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#roc_curve Rumale::EvaluationMeasure::ROCAUC
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#score Rumale::EvaluationMeasure::LogLoss
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#score Rumale::EvaluationMeasure::MedianAbsoluteError
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#score Rumale::EvaluationMeasure::MeanSquaredLogError
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#score Rumale::Base::Classifier
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#score Rumale::EvaluationMeasure::NormalizedMutualInformation
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#score Rumale::EvaluationMeasure::Accuracy
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#score Rumale::EvaluationMeasure::MutualInformation
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#score Rumale::EvaluationMeasure::R2Score
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#score Rumale::ModelSelection::GridSearchCV
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#score Rumale::Base::Regressor
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#score Rumale::EvaluationMeasure::Precision
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#score Rumale::EvaluationMeasure::CalinskiHarabaszScore
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#score Rumale::EvaluationMeasure::MeanAbsoluteError
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#score Rumale::EvaluationMeasure::ExplainedVarianceScore
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#score Rumale::Base::Evaluator
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#score Rumale::Pipeline::Pipeline
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#score Rumale::EvaluationMeasure::AdjustedRandScore
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#score Rumale::Base::ClusterAnalyzer
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#score Rumale::EvaluationMeasure::MeanSquaredError
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#score Rumale::EvaluationMeasure::Recall
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#score Rumale::EvaluationMeasure::DaviesBouldinScore
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#score Rumale::EvaluationMeasure::Purity
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#score Rumale::EvaluationMeasure::SilhouetteScore
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#score Rumale::EvaluationMeasure::FScore
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#score Rumale::EvaluationMeasure::ROCAUC
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#shuffle Rumale::ModelSelection::StratifiedKFold
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#shuffle Rumale::ModelSelection::KFold
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sigmoid_kernel Rumale::PairwiseMetric
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#split Rumale::ModelSelection::KFold
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#split Rumale::ModelSelection::TimeSeriesSplit
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#split Rumale::ModelSelection::StratifiedKFold
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#split Rumale::ModelSelection::StratifiedShuffleSplit
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#split Rumale::ModelSelection::ShuffleSplit
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#split Rumale::ModelSelection::GroupKFold
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#split Rumale::Base::Splitter
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#split Rumale::ModelSelection::GroupShuffleSplit
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#splitter Rumale::ModelSelection::CrossValidation
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squared_error Rumale::PairwiseMetric
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#stack_method Rumale::Ensemble::StackingClassifier
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#std_vec Rumale::Preprocessing::StandardScaler
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#steps Rumale::Pipeline::Pipeline
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#stress Rumale::Manifold::MDS
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train_test_split Rumale::ModelSelection
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#transform Rumale::Decomposition::NMF
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#transform Rumale::MetricLearning::MLKR
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#transform Rumale::Decomposition::FastICA
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#transform Rumale::Preprocessing::L1Normalizer
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#transform Rumale::Decomposition::SparsePCA
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#transform Rumale::MetricLearning::LocalFisherDiscriminantAnalysis
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#transform Rumale::Preprocessing::PolynomialFeatures
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#transform Rumale::FeatureExtraction::FeatureHasher
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#transform Rumale::Decomposition::FactorAnalysis
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#transform Rumale::MetricLearning::FisherDiscriminantAnalysis
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#transform Rumale::FeatureExtraction::HashVectorizer
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#transform Rumale::Preprocessing::MinMaxScaler
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#transform Rumale::Manifold::LocalTangentSpaceAlignment
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#transform Rumale::Preprocessing::LabelEncoder
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#transform Rumale::KernelMachine::KernelPCA
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#transform Rumale::Ensemble::StackingClassifier
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#transform Rumale::Preprocessing::L2Normalizer
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#transform Rumale::Preprocessing::BinDiscretizer
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#transform Rumale::KernelMachine::KernelFDA
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#transform Rumale::Ensemble::StackingRegressor
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#transform Rumale::Preprocessing::LabelBinarizer
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#transform Rumale::Manifold::LocallyLinearEmbedding
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#transform Rumale::Preprocessing::MaxNormalizer
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#transform Rumale::MetricLearning::NeighbourhoodComponentAnalysis
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#transform Rumale::Decomposition::PCA
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#transform Rumale::Preprocessing::OneHotEncoder
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#transform Rumale::Preprocessing::KernelCalculator
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#transform Rumale::FeatureExtraction::TfidfTransformer
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#transform Rumale::KernelApproximation::RBF
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#transform Rumale::Preprocessing::Binarizer
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#transform Rumale::Pipeline::FeatureUnion
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#transform Rumale::Preprocessing::OrdinalEncoder
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#transform Rumale::Preprocessing::StandardScaler
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#transform Rumale::Manifold::LaplacianEigenmaps
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#transform Rumale::Preprocessing::MaxAbsScaler
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#transform Rumale::Manifold::HessianEigenmaps
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#transform Rumale::Pipeline::Pipeline
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#transform Rumale::KernelApproximation::Nystroem
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#transformers Rumale::Pipeline::FeatureUnion
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#tree Rumale::Tree::DecisionTreeClassifier
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#tree Rumale::Tree::GradientTreeRegressor
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#tree Rumale::Tree::ExtraTreeRegressor
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#tree Rumale::Tree::DecisionTreeRegressor
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#tree Rumale::Tree::ExtraTreeClassifier
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#values Rumale::NearestNeighbors::KNeighborsRegressor
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#variances Rumale::NaiveBayes::GaussianNB
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#vocabulary Rumale::FeatureExtraction::HashVectorizer
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#weight_vec Rumale::NeuralNetwork::RVFLRegressor
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#weight_vec Rumale::KernelMachine::KernelRidgeClassifier
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#weight_vec Rumale::LinearModel::BaseEstimator
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#weight_vec Rumale::KernelMachine::KernelRidge
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#weight_vec Rumale::NeuralNetwork::RBFClassifier
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#weight_vec Rumale::KernelMachine::KernelSVC
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#weight_vec Rumale::NeuralNetwork::RVFLClassifier
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#weight_vec Rumale::NeuralNetwork::RBFRegressor
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#weights Rumale::Clustering::GaussianMixture