Index

A

adaboost_model (class in daal4py) adaboost_prediction (class in daal4py) adaboost_training (class in daal4py) adaboost_training_result (class in daal4py) Alpha (daal4py.adaboost_model attribute) (daal4py.brownboost_model attribute)

antecedentItemsets (daal4py.association_rules_result attribute) assignments (daal4py.dbscan_result attribute) (daal4py.kmeans_result attribute) association_rules (class in daal4py) association_rules_result (class in daal4py) AuxTable (daal4py.multinomial_naive_bayes_model attribute)

B

bacon_outlier_detection (class in daal4py) bacon_outlier_detection_result (class in daal4py) Beta (daal4py.lasso_regression_model attribute) (daal4py.linear_regression_model attribute) (daal4py.logistic_regression_model attribute) (daal4py.ridge_regression_model attribute) bf_knn_classification_model (class in daal4py)

bf_knn_classification_prediction (class in daal4py) bf_knn_classification_training (class in daal4py) bf_knn_classification_training_result (class in daal4py) Bias (daal4py.svm_model attribute) brownboost_model (class in daal4py) brownboost_prediction (class in daal4py) brownboost_training (class in daal4py) brownboost_training_result (class in daal4py)

C

centroids (daal4py.kmeans_init_result attribute) (daal4py.kmeans_result attribute) cholesky (class in daal4py) cholesky_result (class in daal4py) choleskyFactor (daal4py.cholesky_result attribute) ClassificationCoefficients (daal4py.svm_model attribute) classifier_prediction_result (class in daal4py), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11] compute() (daal4py.adaboost_prediction method) (daal4py.adaboost_training method) (daal4py.association_rules method) (daal4py.bacon_outlier_detection method) (daal4py.bf_knn_classification_prediction method) (daal4py.bf_knn_classification_training method) (daal4py.brownboost_prediction method) (daal4py.brownboost_training method) (daal4py.cholesky method) (daal4py.correlation_distance method) (daal4py.cosine_distance method) (daal4py.covariance method) (daal4py.dbscan method) (daal4py.decision_forest_classification_prediction method) (daal4py.decision_forest_classification_training method) (daal4py.decision_forest_regression_prediction method) (daal4py.decision_forest_regression_training method) (daal4py.decision_tree_classification_prediction method) (daal4py.decision_tree_classification_training method) (daal4py.decision_tree_regression_prediction method) (daal4py.decision_tree_regression_training method) (daal4py.distributions_bernoulli method) (daal4py.distributions_normal method) (daal4py.distributions_uniform method) (daal4py.em_gmm method) (daal4py.em_gmm_init method) (daal4py.engines_mcg59 method) (daal4py.engines_mt19937 method) (daal4py.engines_mt2203 method) (daal4py.gbt_classification_prediction method) (daal4py.gbt_classification_training method) (daal4py.gbt_regression_prediction method) (daal4py.gbt_regression_training method) (daal4py.implicit_als_prediction_ratings method) (daal4py.implicit_als_training method) (daal4py.kdtree_knn_classification_prediction method) (daal4py.kdtree_knn_classification_training method) (daal4py.kmeans method) (daal4py.kmeans_init method) (daal4py.lasso_regression_prediction method) (daal4py.lasso_regression_training method) (daal4py.linear_regression_prediction method) (daal4py.linear_regression_training method) (daal4py.logistic_regression_prediction method) (daal4py.logistic_regression_training method) (daal4py.logitboost_prediction method) (daal4py.logitboost_training method) (daal4py.low_order_moments method) (daal4py.multinomial_naive_bayes_prediction method) (daal4py.multinomial_naive_bayes_training method) (daal4py.multivariate_outlier_detection method) (daal4py.normalization_minmax method) (daal4py.normalization_zscore method) (daal4py.optimization_solver_adagrad method) (daal4py.optimization_solver_cross_entropy_loss method) (daal4py.optimization_solver_lbfgs method) (daal4py.optimization_solver_logistic_loss method) (daal4py.optimization_solver_mse method) (daal4py.optimization_solver_saga method) (daal4py.optimization_solver_sgd method) (daal4py.pca method) (daal4py.pca_transform method) (daal4py.pivoted_qr method) (daal4py.qr method) (daal4py.quantiles method) (daal4py.ridge_regression_prediction method) (daal4py.ridge_regression_training method) (daal4py.sorting method) (daal4py.stump_classification_prediction method) (daal4py.stump_classification_training method) (daal4py.stump_regression_prediction method) (daal4py.stump_regression_training method) (daal4py.svd method) (daal4py.svm_prediction method) (daal4py.svm_training method) (daal4py.univariate_outlier_detection method)

confidence (daal4py.association_rules_result attribute) consequentItemsets (daal4py.association_rules_result attribute) coreIndices (daal4py.dbscan_result attribute) coreObservations (daal4py.dbscan_result attribute) correlation (daal4py.covariance_result attribute) correlation_distance (class in daal4py) correlation_distance_result (class in daal4py) correlationDistance (daal4py.correlation_distance_result attribute) cosine_distance (class in daal4py) cosine_distance_result (class in daal4py) cosineDistance (daal4py.cosine_distance_result attribute) covariance (class in daal4py) (daal4py.covariance_result attribute) covariance_result (class in daal4py) covariances (daal4py.em_gmm_init_result attribute) (daal4py.em_gmm_result attribute)

D

dataForTransform (daal4py.pca_result attribute) dbscan (class in daal4py) dbscan_result (class in daal4py) decision_forest_classification_model (class in daal4py) decision_forest_classification_prediction (class in daal4py) decision_forest_classification_training (class in daal4py) decision_forest_classification_training_result (class in daal4py) decision_forest_regression_model (class in daal4py) decision_forest_regression_prediction (class in daal4py) decision_forest_regression_prediction_result (class in daal4py) decision_forest_regression_training (class in daal4py) decision_forest_regression_training_result (class in daal4py) decision_tree_classification_model (class in daal4py)

decision_tree_classification_prediction (class in daal4py) decision_tree_classification_training (class in daal4py) decision_tree_classification_training_result (class in daal4py) decision_tree_regression_model (class in daal4py) decision_tree_regression_prediction (class in daal4py) decision_tree_regression_prediction_result (class in daal4py) decision_tree_regression_training (class in daal4py) decision_tree_regression_training_result (class in daal4py) distributions_bernoulli (class in daal4py) distributions_bernoulli_result (in module daal4py) distributions_normal (class in daal4py) distributions_normal_result (in module daal4py) distributions_uniform (class in daal4py) distributions_uniform_result (in module daal4py)

E

eigenvalues (daal4py.pca_result attribute) eigenvectors (daal4py.pca_result attribute) em_gmm (class in daal4py) em_gmm_init (class in daal4py) em_gmm_init_result (class in daal4py) em_gmm_result (class in daal4py)

engines_mcg59 (class in daal4py) engines_mcg59_result (in module daal4py) engines_mt19937 (class in daal4py) engines_mt19937_result (in module daal4py) engines_mt2203 (class in daal4py) engines_mt2203_result (in module daal4py) engines_result (class in daal4py)

G

gbt_classification_model (class in daal4py) gbt_classification_prediction (class in daal4py) gbt_classification_training (class in daal4py) gbt_classification_training_result (class in daal4py) gbt_regression_model (class in daal4py) gbt_regression_prediction (class in daal4py)

gbt_regression_prediction_result (class in daal4py) gbt_regression_training (class in daal4py) gbt_regression_training_result (class in daal4py) getTreeState() (in module daal4py) goalFunction (daal4py.em_gmm_result attribute) gradientsTable (daal4py.optimization_solver_saga_result attribute) gramMatrixId (daal4py.lasso_regression_training_result attribute)

I

implicit_als_model (class in daal4py) implicit_als_prediction_ratings (class in daal4py) implicit_als_prediction_ratings_result (class in daal4py) implicit_als_training (class in daal4py) implicit_als_training_result (class in daal4py)

InterceptFlag (daal4py.lasso_regression_model attribute) (daal4py.linear_regression_model attribute) (daal4py.logistic_regression_model attribute) (daal4py.ridge_regression_model attribute) ItemsFactors (daal4py.implicit_als_model attribute) Iterations (daal4py.logitboost_model attribute)

K

kdtree_knn_classification_model (class in daal4py) kdtree_knn_classification_prediction (class in daal4py) kdtree_knn_classification_training (class in daal4py) kdtree_knn_classification_training_result (class in daal4py)

kmeans (class in daal4py) kmeans_init (class in daal4py) kmeans_init_result (class in daal4py) kmeans_result (class in daal4py)

L

largeItemsets (daal4py.association_rules_result attribute) largeItemsetsSupport (daal4py.association_rules_result attribute) lasso_regression_model (class in daal4py) lasso_regression_prediction (class in daal4py) lasso_regression_prediction_result (class in daal4py) lasso_regression_training (class in daal4py) lasso_regression_training_result (class in daal4py) leftSingularMatrix (daal4py.svd_result attribute) LeftValue (daal4py.stump_classification_model attribute) (daal4py.stump_regression_model attribute) linear_regression_model (class in daal4py) linear_regression_prediction (class in daal4py) linear_regression_prediction_result (class in daal4py) linear_regression_training (class in daal4py)

linear_regression_training_result (class in daal4py) logistic_regression_model (class in daal4py) logistic_regression_prediction (class in daal4py) logistic_regression_training (class in daal4py) logistic_regression_training_result (class in daal4py) logitboost_model (class in daal4py) logitboost_prediction (class in daal4py) logitboost_training (class in daal4py) logitboost_training_result (class in daal4py) LogP (daal4py.multinomial_naive_bayes_model attribute) logProbabilities (daal4py.classifier_prediction_result attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11] LogTheta (daal4py.multinomial_naive_bayes_model attribute) low_order_moments (class in daal4py) low_order_moments_result (class in daal4py)

M

matrixQ (daal4py.pivoted_qr_result attribute) (daal4py.qr_result attribute) matrixR (daal4py.pivoted_qr_result attribute) (daal4py.qr_result attribute) maximum (daal4py.low_order_moments_result attribute) mean (daal4py.covariance_result attribute) (daal4py.low_order_moments_result attribute) means (daal4py.em_gmm_init_result attribute) (daal4py.em_gmm_result attribute) (daal4py.normalization_zscore_result attribute) (daal4py.pca_result attribute) minimum (daal4py.low_order_moments_result attribute) (daal4py.optimization_solver_adagrad_result attribute) (daal4py.optimization_solver_lbfgs_result attribute) (daal4py.optimization_solver_saga_result attribute) (daal4py.optimization_solver_sgd_result attribute) model (daal4py.adaboost_training_result attribute) (daal4py.bf_knn_classification_training_result attribute) (daal4py.brownboost_training_result attribute) (daal4py.decision_forest_classification_training_result attribute) (daal4py.decision_forest_regression_training_result attribute) (daal4py.decision_tree_classification_training_result attribute) (daal4py.decision_tree_regression_training_result attribute) (daal4py.gbt_classification_training_result attribute) (daal4py.gbt_regression_training_result attribute) (daal4py.implicit_als_training_result attribute) (daal4py.kdtree_knn_classification_training_result attribute) (daal4py.lasso_regression_training_result attribute) (daal4py.linear_regression_training_result attribute) (daal4py.logistic_regression_training_result attribute) (daal4py.logitboost_training_result attribute) (daal4py.multinomial_naive_bayes_training_result attribute) (daal4py.ridge_regression_training_result attribute) (daal4py.stump_classification_training_result attribute) (daal4py.stump_regression_training_result attribute) (daal4py.svm_training_result attribute)

multinomial_naive_bayes_model (class in daal4py) multinomial_naive_bayes_prediction (class in daal4py) multinomial_naive_bayes_training (class in daal4py) multinomial_naive_bayes_training_result (class in daal4py) multivariate_outlier_detection (class in daal4py) multivariate_outlier_detection_result (class in daal4py)

N

nClusters (daal4py.dbscan_result attribute) NFeatures (daal4py.adaboost_model attribute) (daal4py.bf_knn_classification_model attribute) (daal4py.brownboost_model attribute) (daal4py.decision_forest_classification_model attribute) (daal4py.decision_tree_classification_model attribute) (daal4py.gbt_classification_model attribute) (daal4py.kdtree_knn_classification_model attribute) (daal4py.logistic_regression_model attribute) (daal4py.logitboost_model attribute) (daal4py.multinomial_naive_bayes_model attribute) (daal4py.stump_classification_model attribute) (daal4py.svm_model attribute) nIterations (daal4py.em_gmm_result attribute) (daal4py.kmeans_result attribute) (daal4py.optimization_solver_adagrad_result attribute) (daal4py.optimization_solver_lbfgs_result attribute) (daal4py.optimization_solver_saga_result attribute) (daal4py.optimization_solver_sgd_result attribute) normalization_minmax (class in daal4py) normalization_minmax_result (class in daal4py) normalization_zscore (class in daal4py) normalization_zscore_result (class in daal4py) normalizedData (daal4py.normalization_minmax_result attribute) (daal4py.normalization_zscore_result attribute) NumberOfBetas (daal4py.lasso_regression_model attribute) (daal4py.linear_regression_model attribute) (daal4py.logistic_regression_model attribute) (daal4py.ridge_regression_model attribute)

NumberOfClasses (daal4py.decision_forest_classification_model attribute) NumberOfFeatures (daal4py.adaboost_model attribute) (daal4py.bf_knn_classification_model attribute) (daal4py.brownboost_model attribute) (daal4py.decision_forest_classification_model attribute) (daal4py.decision_forest_regression_model attribute) (daal4py.decision_tree_classification_model attribute) (daal4py.decision_tree_regression_model attribute) (daal4py.gbt_classification_model attribute) (daal4py.gbt_regression_model attribute) (daal4py.kdtree_knn_classification_model attribute) (daal4py.lasso_regression_model attribute) (daal4py.linear_regression_model attribute) (daal4py.logistic_regression_model attribute) (daal4py.logitboost_model attribute) (daal4py.multinomial_naive_bayes_model attribute) (daal4py.ridge_regression_model attribute) (daal4py.stump_classification_model attribute) (daal4py.stump_regression_model attribute) (daal4py.svm_model attribute) NumberOfResponses (daal4py.lasso_regression_model attribute) (daal4py.linear_regression_model attribute) (daal4py.ridge_regression_model attribute) NumberOfTrees (daal4py.decision_forest_classification_model attribute) (daal4py.decision_forest_regression_model attribute) (daal4py.gbt_classification_model attribute) (daal4py.gbt_regression_model attribute) NumberOfWeakLearners (daal4py.adaboost_model attribute) (daal4py.brownboost_model attribute) (daal4py.logitboost_model attribute)

O

objectiveFunction (daal4py.kmeans_result attribute) optimization_solver_adagrad (class in daal4py) optimization_solver_adagrad_result (class in daal4py) optimization_solver_cross_entropy_loss (class in daal4py) optimization_solver_cross_entropy_loss_result (in module daal4py) optimization_solver_lbfgs (class in daal4py) optimization_solver_lbfgs_result (class in daal4py) optimization_solver_logistic_loss (class in daal4py) optimization_solver_logistic_loss_result (in module daal4py) optimization_solver_mse (class in daal4py) optimization_solver_mse_result (in module daal4py)

optimization_solver_saga (class in daal4py) optimization_solver_saga_result (class in daal4py) optimization_solver_sgd (class in daal4py) optimization_solver_sgd_result (class in daal4py) outOfBagError (daal4py.decision_forest_classification_training_result attribute) (daal4py.decision_forest_regression_training_result attribute) outOfBagErrorAccuracy (daal4py.decision_forest_classification_training_result attribute) outOfBagErrorDecisionFunction (daal4py.decision_forest_classification_training_result attribute) outOfBagErrorPerObservation (daal4py.decision_forest_classification_training_result attribute) (daal4py.decision_forest_regression_training_result attribute) outOfBagErrorPrediction (daal4py.decision_forest_regression_training_result attribute) outOfBagErrorR2 (daal4py.decision_forest_regression_training_result attribute)

P

pca (class in daal4py) pca_result (class in daal4py) pca_transform (class in daal4py) pca_transform_result (class in daal4py) permutationMatrix (daal4py.pivoted_qr_result attribute) pivoted_qr (class in daal4py) pivoted_qr_result (class in daal4py) prediction (daal4py.classifier_prediction_result attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11] (daal4py.decision_forest_regression_prediction_result attribute) (daal4py.decision_tree_regression_prediction_result attribute) (daal4py.gbt_regression_prediction_result attribute) (daal4py.implicit_als_prediction_ratings_result attribute) (daal4py.lasso_regression_prediction_result attribute) (daal4py.linear_regression_prediction_result attribute) (daal4py.ridge_regression_prediction_result attribute) (daal4py.stump_regression_prediction_result attribute)

PredictionBias (daal4py.gbt_classification_model attribute) (daal4py.gbt_regression_model attribute) probabilities (daal4py.classifier_prediction_result attribute), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11]

Q

qr (class in daal4py) qr_result (class in daal4py)

quantiles (class in daal4py) (daal4py.quantiles_result attribute) quantiles_result (class in daal4py)

R

randomNumbers (daal4py.engines_result attribute) ridge_regression_model (class in daal4py) ridge_regression_prediction (class in daal4py) ridge_regression_prediction_result (class in daal4py)

ridge_regression_training (class in daal4py) ridge_regression_training_result (class in daal4py) rightSingularMatrix (daal4py.svd_result attribute) RightValue (daal4py.stump_classification_model attribute) (daal4py.stump_regression_model attribute)

S

secondOrderRawMoment (daal4py.low_order_moments_result attribute) setup() (daal4py.optimization_solver_cross_entropy_loss method) (daal4py.optimization_solver_logistic_loss method) (daal4py.optimization_solver_mse method) singularValues (daal4py.svd_result attribute) sortedData (daal4py.sorting_result attribute) sorting (class in daal4py) sorting_result (class in daal4py) SplitFeature (daal4py.stump_classification_model attribute) (daal4py.stump_regression_model attribute) SplitValue (daal4py.stump_classification_model attribute) (daal4py.stump_regression_model attribute) standardDeviation (daal4py.low_order_moments_result attribute) stump_classification_model (class in daal4py) stump_classification_prediction (class in daal4py) stump_classification_training (class in daal4py)

stump_classification_training_result (class in daal4py) stump_regression_model (class in daal4py) stump_regression_prediction (class in daal4py) stump_regression_prediction_result (class in daal4py) stump_regression_training (class in daal4py) stump_regression_training_result (class in daal4py) sum (daal4py.low_order_moments_result attribute) sumSquares (daal4py.low_order_moments_result attribute) sumSquaresCentered (daal4py.low_order_moments_result attribute) SupportIndices (daal4py.svm_model attribute) SupportVectors (daal4py.svm_model attribute) svd (class in daal4py) svd_result (class in daal4py) svm_model (class in daal4py) svm_prediction (class in daal4py) svm_training (class in daal4py) svm_training_result (class in daal4py)

T

transformedData (daal4py.pca_transform_result attribute)

U

univariate_outlier_detection (class in daal4py)

univariate_outlier_detection_result (class in daal4py) UsersFactors (daal4py.implicit_als_model attribute)

V

variableImportance (daal4py.decision_forest_classification_training_result attribute) (daal4py.decision_forest_regression_training_result attribute) (daal4py.stump_classification_training_result attribute) (daal4py.stump_regression_training_result attribute) variableImportanceByCover (daal4py.gbt_classification_training_result attribute) (daal4py.gbt_regression_training_result attribute) variableImportanceByGain (daal4py.gbt_classification_training_result attribute) (daal4py.gbt_regression_training_result attribute) variableImportanceByTotalCover (daal4py.gbt_classification_training_result attribute) (daal4py.gbt_regression_training_result attribute)

variableImportanceByTotalGain (daal4py.gbt_classification_training_result attribute) (daal4py.gbt_regression_training_result attribute) variableImportanceByWeight (daal4py.gbt_classification_training_result attribute) (daal4py.gbt_regression_training_result attribute) variance (daal4py.low_order_moments_result attribute) variances (daal4py.normalization_zscore_result attribute) (daal4py.pca_result attribute) variation (daal4py.low_order_moments_result attribute)

W

WeakLearnerModel() (daal4py.adaboost_model method) (daal4py.brownboost_model method) (daal4py.logitboost_model method) weakLearnersErrors (daal4py.adaboost_training_result attribute)

weights (daal4py.bacon_outlier_detection_result attribute) (daal4py.em_gmm_init_result attribute) (daal4py.em_gmm_result attribute) (daal4py.multivariate_outlier_detection_result attribute) (daal4py.univariate_outlier_detection_result attribute)