Index

A

abs() (h2o.frame.H2OFrame method) accuracy() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) acos() (h2o.frame.H2OFrame method) acosh() (h2o.frame.H2OFrame method) activation (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) actual_params (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute) adaptive_rate (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) aic() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) all() (h2o.frame.H2OFrame method) alpha (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) anomaly() (h2o.grid.metrics.H2OAutoEncoderGridSearch method) (h2o.model.H2OAutoEncoderModel method) (h2o.model.autoencoder.H2OAutoEncoderModel method) any() (h2o.frame.H2OFrame method) any_na_rm() (h2o.frame.H2OFrame method) anyfactor() (h2o.frame.H2OFrame method) api() (in module h2o) apply() (h2o.frame.H2OFrame method)

archetypes() (h2o.grid.metrics.H2ODimReductionGridSearch method) (h2o.model.H2ODimReductionModel method) as_data_frame() (h2o.frame.H2OFrame method) as_date() (h2o.frame.H2OFrame method) as_list() (in module h2o) ascharacter() (h2o.frame.H2OFrame method) asfactor() (h2o.frame.H2OFrame method) asin() (h2o.frame.H2OFrame method) asinh() (h2o.frame.H2OFrame method) asnumeric() (h2o.frame.H2OFrame method) assign() (in module h2o) atan() (h2o.frame.H2OFrame method) atanh() (h2o.frame.H2OFrame method) auc() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) autoencoder (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) available() (h2o.estimators.deepwater.H2ODeepWaterEstimator static method) (h2o.estimators.xgboost.H2OXGBoostEstimator static method) average_activation (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute)

B

backend (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) balance_classes (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) base_models (h2o.estimators.stackedensemble.H2OStackedEnsembleEstimator attribute) base_url (h2o.backend.H2OConnection attribute) beta_constraints (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) beta_epsilon (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute)

betweenss() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method) biases() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) binomial_double_trees (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) booster (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) build_model() (h2o.grid.grid_search.H2OGridSearch method) build_tree_one_node (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute)

C

cache_data (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) calibrate_model (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) calibration_frame (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) cat_err() (h2o.model.metrics_base.H2ODimReductionModelMetrics method) categorical_encoding (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) categories() (h2o.frame.H2OFrame method) catoffsets() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) cbind() (h2o.frame.H2OFrame method) ceil() (h2o.frame.H2OFrame method) centers() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) centers_std() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) centroid_stats() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) channels (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) checkpoint (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) class_sampling_factors (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) classification_stop (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) clip_gradient (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) close() (h2o.backend.H2OConnection method) cluster (h2o.backend.H2OConnection attribute) cluster() (in module h2o) cluster_info() (in module h2o) cluster_status() (in module h2o) coef() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) coef_norm() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) col_major (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) col_names (h2o.frame.H2OFrame attribute) col_sample_rate (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) col_sample_rate_change_per_level (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) col_sample_rate_per_tree (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute)

colsample_bylevel (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) colsample_bytree (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) columns (h2o.frame.H2OFrame attribute) columns_by_type() (h2o.frame.H2OFrame method) compute_metrics (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) compute_p_values (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) concat() (h2o.frame.H2OFrame method) confusion_matrix() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.grid.metrics.H2OMultinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) (h2o.model.metrics_base.H2OMultinomialModelMetrics method) (h2o.model.multinomial.H2OMultinomialModel method) ConfusionMatrix (class in h2o.model) connect() (in module h2o) connection() (in module h2o) cor() (h2o.frame.H2OFrame method) cos() (h2o.frame.H2OFrame method) cosh() (h2o.frame.H2OFrame method) cospi() (h2o.frame.H2OFrame method) count() (h2o.group_by.GroupBy method) countmatches() (h2o.frame.H2OFrame method) create_frame() (in module h2o) cross_validation_fold_assignment() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) cross_validation_holdout_predictions() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) cross_validation_metrics_summary() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) cross_validation_models() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) cross_validation_predictions() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) cummax() (h2o.frame.H2OFrame method) cummin() (h2o.frame.H2OFrame method) cumprod() (h2o.frame.H2OFrame method) cumsum() (h2o.frame.H2OFrame method) cut() (h2o.frame.H2OFrame method)

D

day() (h2o.frame.H2OFrame method) dayOfWeek() (h2o.frame.H2OFrame method) deep_copy() (in module h2o) deepfeatures() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) default_params (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute) demo() (in module h2o) describe() (h2o.frame.H2OFrame method) device_id (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) diagnostics (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) difflag1() (h2o.frame.H2OFrame method) digamma() (h2o.frame.H2OFrame method)

dim (h2o.frame.H2OFrame attribute) distance() (h2o.frame.H2OFrame method) distribution (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) divide() (h2o.assembly.H2OAssembly method) dmatrix_type (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) download_all_logs() (in module h2o) download_csv() (in module h2o) download_mojo() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) download_pojo() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) (in module h2o) drop() (h2o.frame.H2OFrame method)

E

early_stopping (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) elastic_averaging (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) elastic_averaging_moving_rate (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) elastic_averaging_regularization (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) entropy() (h2o.frame.H2OFrame method) epochs (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) eps_prob (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) eps_sdev (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) epsilon (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) equal_equal() (h2o.assembly.H2OAssembly method)

error() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) estimate_k (h2o.estimators.kmeans.H2OKMeansEstimator attribute) eta (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) exp() (h2o.frame.H2OFrame method) expand_user_y (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) expm1() (h2o.frame.H2OFrame method) export_file() (in module h2o) export_native_parameters_prefix (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) export_weights_and_biases (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute)

F

F0point5() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) F1() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) F2() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fallout() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) family (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) fast_mode (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) fillna() (h2o.frame.H2OFrame method) filter_na_cols() (h2o.frame.H2OFrame method) final_step() (h2o.grid.metrics.H2ODimReductionGridSearch method) (h2o.model.H2ODimReductionModel method) find_idx_by_threshold() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) find_threshold_by_max_metric() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fit() (h2o.assembly.H2OAssembly method) (h2o.estimators.estimator_base.H2OEstimator method) flatten() (h2o.frame.H2OFrame method) floor() (h2o.frame.H2OFrame method)

flow() (in module h2o) fnr() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fold_assignment (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) fold_column (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) force_load_balance (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) fpr() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fprs (h2o.model.metrics_base.H2OBinomialModelMetrics attribute) frame (h2o.group_by.GroupBy attribute) frame() (in module h2o) frame_id (h2o.frame.H2OFrame attribute) frames() (in module h2o) from_python() (h2o.frame.H2OFrame static method) full_parameters (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute)

G

gains_lift() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) gamma (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) gamma() (h2o.frame.H2OFrame method) gamma_x (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) gamma_y (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) get_frame() (h2o.frame.H2OFrame static method) (h2o.group_by.GroupBy method) (in module h2o) get_frame_data() (h2o.frame.H2OFrame method) get_grid() (h2o.grid.grid_search.H2OGridSearch method) (in module h2o) get_hyperparams() (h2o.grid.grid_search.H2OGridSearch method) get_hyperparams_dict() (h2o.grid.grid_search.H2OGridSearch method) get_model() (in module h2o) get_params() (h2o.estimators.estimator_base.H2OEstimator method) get_timezone() (in module h2o) get_xval_models() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method)

getGLMRegularizationPath() (h2o.estimators.glm.H2OGeneralizedLinearEstimator static method) getrow() (h2o.frame.H2OFrame method) gini() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) gpu (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) gpu_id (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) gradient_epsilon (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) greater_than() (h2o.assembly.H2OAssembly method) greater_than_equal() (h2o.assembly.H2OAssembly method) grep() (h2o.frame.H2OFrame method) grid_id (h2o.grid.grid_search.H2OGridSearch attribute) group_by() (h2o.frame.H2OFrame method) GroupBy (class in h2o.group_by) grow_policy (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) gsub() (h2o.frame.H2OFrame method)

H

h2o (module) h2o.backend (module) h2o.exceptions (module) h2o.grid.metrics (module) h2o.model (module) h2o.model.autoencoder (module) h2o.model.binomial (module) h2o.model.clustering (module) h2o.model.metrics_base (module) h2o.model.model_base (module) h2o.model.multinomial (module) h2o.model.regression (module) h2o_explained_variance_score() (in module h2o.model.regression) h2o_mean_absolute_error() (in module h2o.model.regression) h2o_mean_squared_error() (in module h2o.model.regression) h2o_median_absolute_error() (in module h2o.model.regression) h2o_r2_score() (in module h2o.model.regression) H2OAggregatorEstimator (class in h2o.estimators.aggregator) H2OAssembly (class in h2o.assembly) H2OAutoEncoderEstimator (class in h2o.estimators.deeplearning) H2OAutoEncoderGridSearch (class in h2o.grid.metrics) H2OAutoEncoderModel (class in h2o.model) (class in h2o.model.autoencoder) H2OAutoEncoderModelMetrics (class in h2o.model.metrics_base) H2OAutoML (class in h2o.automl.autoh2o) H2OBinomialGridSearch (class in h2o.grid.metrics) H2OBinomialModel (class in h2o.model) (class in h2o.model.binomial) H2OBinomialModelMetrics (class in h2o.model.metrics_base) H2OClusteringGridSearch (class in h2o.grid.metrics) H2OClusteringModel (class in h2o.model) (class in h2o.model.clustering) H2OClusteringModelMetrics (class in h2o.model.metrics_base) H2OConnection (class in h2o.backend) H2OConnectionError H2ODeepLearningEstimator (class in h2o.estimators.deeplearning) H2ODeepWaterEstimator (class in h2o.estimators.deepwater) H2ODimReductionGridSearch (class in h2o.grid.metrics) H2ODimReductionModel (class in h2o.model) H2ODimReductionModelMetrics (class in h2o.model.metrics_base)

H2OEstimator (class in h2o.estimators.estimator_base) H2OFrame (class in h2o.frame) H2OGeneralizedLinearEstimator (class in h2o.estimators.glm) H2OGeneralizedLowRankEstimator (class in h2o.estimators.glrm) H2OGradientBoostingEstimator (class in h2o.estimators.gbm) H2OGridSearch (class in h2o.grid.grid_search) H2OJobCancelled H2OKMeansEstimator (class in h2o.estimators.kmeans) H2OLocalServer (class in h2o.backend) H2OModelFuture (class in h2o.model) H2OMultinomialGridSearch (class in h2o.grid.metrics) H2OMultinomialModel (class in h2o.model.multinomial) H2OMultinomialModelMetrics (class in h2o.model.metrics_base) H2ONaiveBayesEstimator (class in h2o.estimators.naive_bayes) H2OPrincipalComponentAnalysisEstimator (class in h2o.estimators.pca) H2ORandomForestEstimator (class in h2o.estimators.random_forest) H2ORegressionGridSearch (class in h2o.grid.metrics) H2ORegressionModel (class in h2o.model.regression) H2ORegressionModelMetrics (class in h2o.model.metrics_base) H2OResponseError H2OServerError H2OSingularValueDecompositionEstimator (class in h2o.estimators.svd) H2OStackedEnsembleEstimator (class in h2o.estimators.stackedensemble) H2OStartupError H2OTypeError H2OValueError H2OWord2vecEstimator (class in h2o.estimators.word2vec) H2OWordEmbeddingModelMetrics (class in h2o.model.metrics_base) H2OXGBoostEstimator (class in h2o.estimators.xgboost) head() (h2o.frame.H2OFrame method) hidden (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) hidden_dropout_ratios (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) hist() (h2o.frame.H2OFrame method) histogram_type (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) hit_ratio_table() (h2o.grid.metrics.H2OMultinomialGridSearch method) (h2o.model.metrics_base.H2OMultinomialModelMetrics method) (h2o.model.multinomial.H2OMultinomialModel method) hour() (h2o.frame.H2OFrame method) huber_alpha (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute)

I

idxmax() (h2o.frame.H2OFrame method) idxmin() (h2o.frame.H2OFrame method) ifelse() (h2o.frame.H2OFrame method) ignore_const_cols (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) ignored_columns (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) image_shape (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) import_file() (in module h2o) import_sql_select() (in module h2o) import_sql_table() (in module h2o) impute() (h2o.frame.H2OFrame method) impute_missing (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) impute_original (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) init (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) init() (in module h2o) init_learning_rate (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) init_step_size (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) initial_biases (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) initial_weight_distribution (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute)

initial_weight_scale (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) initial_weights (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) input_dropout_ratio (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) insert_missing_values() (h2o.frame.H2OFrame method) interaction() (h2o.frame.H2OFrame method) (in module h2o) interactions (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) intercept (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) ip (h2o.backend.H2OLocalServer attribute) is_cross_validated() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) is_running() (h2o.backend.H2OLocalServer method) isax() (h2o.frame.H2OFrame method) ischaracter() (h2o.frame.H2OFrame method) isfactor() (h2o.frame.H2OFrame method) isin() (h2o.frame.H2OFrame method) isna() (h2o.frame.H2OFrame method) isnumeric() (h2o.frame.H2OFrame method) isstring() (h2o.frame.H2OFrame method)

J

join() (h2o.estimators.estimator_base.H2OEstimator method) (h2o.grid.grid_search.H2OGridSearch method)

K

k (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) keep_cross_validation_fold_assignment (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) keep_cross_validation_predictions (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute)

keep_u (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) kfold_column() (h2o.frame.H2OFrame method) kurtosis() (h2o.frame.H2OFrame method)

L

l1 (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) l2 (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) Lambda (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) lambda_ (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) lambda_min_ratio (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) lambda_search (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) laplace (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) lazy_import() (in module h2o) leader (h2o.automl.autoh2o.H2OAutoML attribute) leaderboard (h2o.automl.autoh2o.H2OAutoML attribute) learn_rate (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) learn_rate_annealing (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) learning_rate (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) learning_rate_annealing (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) less_than() (h2o.assembly.H2OAssembly method) less_than_equal() (h2o.assembly.H2OAssembly method) levels() (h2o.frame.H2OFrame method) lgamma() (h2o.frame.H2OFrame method)

link (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) list_timezones() (in module h2o) load_dataset() (in module h2o) load_model() (in module h2o) loading_name (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) local_server (h2o.backend.H2OConnection attribute) log() (h2o.frame.H2OFrame method) log10() (h2o.frame.H2OFrame method) log1p() (h2o.frame.H2OFrame method) log2() (h2o.frame.H2OFrame method) log_and_echo() (in module h2o) logical_negation() (h2o.frame.H2OFrame method) logloss() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) loss (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) loss_by_col (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) loss_by_col_idx (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) ls() (in module h2o) lstrip() (h2o.frame.H2OFrame method)

M

mae() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) make() (h2o.model.metrics_base.MetricsBase class method) (h2o.model.MetricsBase class method) make_metrics() (in module h2o) makeGLMModel() (h2o.estimators.glm.H2OGeneralizedLinearEstimator static method) match() (h2o.frame.H2OFrame method) max() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) max_abs_leafnode_pred (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) max_active_predictors (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) max_after_balance_size (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) max_bin (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) max_categorical_features (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) max_confusion_matrix_size (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) max_delta_step (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) max_depth (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) max_hit_ratio_k (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) max_iterations (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) max_per_class_error() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) max_runtime_secs (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) max_updates (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) max_w2 (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) mcc() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mean() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) mean_image_file (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) mean_per_class_error() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.grid.metrics.H2OMultinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.MetricsBase method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.multinomial.H2OMultinomialModel method) mean_residual_deviance() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) median() (h2o.frame.H2OFrame method) merge() (h2o.frame.H2OFrame method) metalearner() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) metric() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) MetricsBase (class in h2o.model) (class in h2o.model.metrics_base) min() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method)

min_child_weight (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) min_data_in_leaf (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) min_prob (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) min_rows (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) min_sdev (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) min_split_improvement (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) min_step_size (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) min_sum_hessian_in_leaf (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) min_word_freq (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) mini_batch_size (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) minus() (h2o.assembly.H2OAssembly method) minute() (h2o.frame.H2OFrame method) missing_values_handling (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) missrate() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mktime() (h2o.frame.H2OFrame static method) mode() (h2o.group_by.GroupBy method) model_id (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute) model_performance() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) ModelBase (class in h2o.model) (class in h2o.model.model_base) modulo_kfold_column() (h2o.frame.H2OFrame method) moment() (h2o.frame.H2OFrame static method) momentum_ramp (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) momentum_stable (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) momentum_start (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) month() (h2o.frame.H2OFrame method) mse() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) mtries (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) mult() (h2o.frame.H2OFrame method) multi_loss (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) multiply() (h2o.assembly.H2OAssembly method)

N

na_omit() (h2o.frame.H2OFrame method) nacnt() (h2o.frame.H2OFrame method) names (h2o.assembly.H2OAssembly attribute) (h2o.frame.H2OFrame attribute) nbins (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) nbins_cats (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) nbins_top_level (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) nchar() (h2o.frame.H2OFrame method) ncol (h2o.frame.H2OFrame attribute) ncols (h2o.frame.H2OFrame attribute) nesterov_accelerated_gradient (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) network (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) network_definition_file (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) network_parameters_file (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) network_test() (in module h2o) nfolds (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) nlambdas (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) nlevels() (h2o.frame.H2OFrame method)

no_progress() (in module h2o) nobs() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) non_negative (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) norm_model (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) normmul() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) normsub() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) not_equal() (h2o.assembly.H2OAssembly method) nrow (h2o.frame.H2OFrame attribute) nrows (h2o.frame.H2OFrame attribute) ntrees (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) null_degrees_of_freedom() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) null_deviance() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) num_err() (h2o.model.metrics_base.H2ODimReductionModelMetrics method) num_iterations() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.grid.metrics.H2ODimReductionGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.H2ODimReductionModel method) (h2o.model.clustering.H2OClusteringModel method) num_leaves (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) num_valid_substrings() (h2o.frame.H2OFrame method) nv (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute)

O

objective() (h2o.grid.metrics.H2ODimReductionGridSearch method) (h2o.model.H2ODimReductionModel method) objective_epsilon (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) offset_column (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute)

open() (h2o.backend.H2OConnection static method) overwrite_with_best_model (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute)

P

params (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute) parse_raw() (in module h2o) parse_setup() (in module h2o) partial_plot() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) pca_method (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) period (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) pivot() (h2o.frame.H2OFrame method) plot() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) (h2o.model.multinomial.H2OMultinomialModel method) (h2o.model.regression.H2ORegressionModel method) plus() (h2o.assembly.H2OAssembly method) poll() (h2o.model.H2OModelFuture method) pop() (h2o.frame.H2OFrame method) port (h2o.backend.H2OLocalServer attribute)

pprint_coef() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) pre_trained (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) precision() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) pred_noise_bandwidth (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) predict() (h2o.automl.autoh2o.H2OAutoML method) (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) predict_leaf_node_assignment() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) pretrained_autoencoder (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) prior (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) problem_type (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) prod() (h2o.frame.H2OFrame method) proj_archetypes() (h2o.model.H2ODimReductionModel method) proxy (h2o.backend.H2OConnection attribute)

Q

quantile() (h2o.frame.H2OFrame method) quantile_alpha (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute)

quiet_mode (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute)

R

r2() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) r2_stopping (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) rapids() (in module h2o) rate (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) rate_annealing (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) rate_decay (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) rbind() (h2o.frame.H2OFrame method) read_cms() (h2o.model.ConfusionMatrix static method) recall() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) reconstruct() (h2o.model.H2ODimReductionModel method) recover_svd (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) refresh() (h2o.frame.H2OFrame method) reg_alpha (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) reg_lambda (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) regression_stop (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) regularization_x (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) regularization_y (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) rel_tol_num_exemplars (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) relevel() (h2o.frame.H2OFrame method) remove() (in module h2o) remove_all() (in module h2o)

remove_collinear_columns (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) rep_len() (h2o.frame.H2OFrame method) replicate_training_data (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) reproducible (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) request() (h2o.backend.H2OConnection method) requests_count (h2o.backend.H2OConnection attribute) residual_degrees_of_freedom() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) residual_deviance() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) respmul() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) response_column (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.stackedensemble.H2OStackedEnsembleEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) respsub() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) rho (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) rmse() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) rmsle() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) roc() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) rotation() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) ROUND (h2o.model.ConfusionMatrix attribute) round() (h2o.frame.H2OFrame method) rstrip() (h2o.frame.H2OFrame method) runif() (h2o.frame.H2OFrame method)

S

sample_rate (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) sample_rate_per_class (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) save_model() (in module h2o) save_model_details() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) save_mojo() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) scale() (h2o.frame.H2OFrame method) scheme (h2o.backend.H2OLocalServer attribute) score_duty_cycle (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) score_each_iteration (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) score_history() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) score_interval (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) score_training_samples (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) score_tree_interval (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) score_validation_samples (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) score_validation_sampling (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) scoring_history() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) screeplot() (h2o.model.H2ODimReductionModel method) sd() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) second() (h2o.frame.H2OFrame method) seed (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) sensitivity() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) sent_sample_rate (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) session_id (h2o.backend.H2OConnection attribute) set_level() (h2o.frame.H2OFrame method) set_levels() (h2o.frame.H2OFrame method) set_name() (h2o.frame.H2OFrame method) set_names() (h2o.frame.H2OFrame method) set_params() (h2o.estimators.estimator_base.H2OEstimator method) set_timezone() (in module h2o) shape (h2o.frame.H2OFrame attribute) show() (h2o.frame.H2OFrame method) (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ConfusionMatrix method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) show_progress() (in module h2o) shuffle_training_data (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) shutdown() (h2o.backend.H2OLocalServer method) (in module h2o) sign() (h2o.frame.H2OFrame method) signif() (h2o.frame.H2OFrame method)

sin() (h2o.frame.H2OFrame method) single_node_mode (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) sinh() (h2o.frame.H2OFrame method) sinpi() (h2o.frame.H2OFrame method) size() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) skewness() (h2o.frame.H2OFrame method) skip_frames (h2o.exceptions.H2OTypeError attribute) solver (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) sort() (h2o.frame.H2OFrame method) sort_by() (h2o.grid.grid_search.H2OGridSearch method) sorted_metric_table() (h2o.grid.grid_search.H2OGridSearch method) sparse (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) sparsity_beta (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) specificity() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) split_frame() (h2o.frame.H2OFrame method) sqrt() (h2o.frame.H2OFrame method) ss() (h2o.group_by.GroupBy method) standardize (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) start() (h2o.backend.H2OLocalServer static method) (h2o.estimators.estimator_base.H2OEstimator method) (h2o.grid.grid_search.H2OGridSearch method) start_logging() (h2o.backend.H2OConnection method) std_coef_plot() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) stop_logging() (h2o.backend.H2OConnection method) stopping_metric (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) stopping_rounds (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) stopping_tolerance (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) stratified_kfold_column() (h2o.frame.H2OFrame method) stratified_split() (h2o.frame.H2OFrame method) strdistance() (h2o.frame.H2OFrame method) strsplit() (h2o.frame.H2OFrame method) structure() (h2o.frame.H2OFrame method) sub() (h2o.frame.H2OFrame method) subsample (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) substring() (h2o.frame.H2OFrame method) sum() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) summary() (h2o.frame.H2OFrame method) (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) svd_method (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute)

T

table() (h2o.frame.H2OFrame method) tail() (h2o.frame.H2OFrame method) tan() (h2o.frame.H2OFrame method) tanh() (h2o.frame.H2OFrame method) tanpi() (h2o.frame.H2OFrame method) target_num_exemplars (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) target_ratio_comm_to_comp (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) timeout_interval (h2o.backend.H2OConnection attribute) tnr() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) to_list() (h2o.model.ConfusionMatrix method) to_pojo() (h2o.assembly.H2OAssembly method) tokenize() (h2o.frame.H2OFrame method) tolower() (h2o.frame.H2OFrame method) tot_withinss() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method) totss() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method) toupper() (h2o.frame.H2OFrame method) tpr() (h2o.grid.metrics.H2OBinomialGridSearch method) (h2o.model.H2OBinomialModel method) (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method)

tprs (h2o.model.metrics_base.H2OBinomialModelMetrics attribute) train() (h2o.automl.autoh2o.H2OAutoML method) (h2o.estimators.estimator_base.H2OEstimator method) (h2o.grid.grid_search.H2OGridSearch method) train_samples_per_iteration (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) training_frame (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.stackedensemble.H2OStackedEnsembleEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) transform (h2o.estimators.aggregator.H2OAggregatorEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) transpose() (h2o.frame.H2OFrame method) tree_method (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) trigamma() (h2o.frame.H2OFrame method) trim() (h2o.frame.H2OFrame method) trunc() (h2o.frame.H2OFrame method) tweedie_link_power (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) tweedie_power (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) tweedie_variance_power (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) type (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute) type() (h2o.frame.H2OFrame method) types (h2o.frame.H2OFrame attribute)

U

u_name (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) unique() (h2o.frame.H2OFrame method) upload_file() (in module h2o) use_all_factor_levels (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute)

user_points (h2o.estimators.kmeans.H2OKMeansEstimator attribute) user_x (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) user_y (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute)

V

validation_frame (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.glrm.H2OGeneralizedLowRankEstimator attribute) (h2o.estimators.kmeans.H2OKMeansEstimator attribute) (h2o.estimators.naive_bayes.H2ONaiveBayesEstimator attribute) (h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.stackedensemble.H2OStackedEnsembleEstimator attribute) (h2o.estimators.svd.H2OSingularValueDecompositionEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) var() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) var_name (h2o.exceptions.H2OTypeError attribute) variable_importances (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute)

varimp() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.H2ODimReductionModel method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) varimp_plot() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) vec_size (h2o.estimators.word2vec.H2OWord2vecEstimator attribute)

W

week() (h2o.frame.H2OFrame method) weights() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) weights_column (h2o.estimators.deeplearning.H2ODeepLearningEstimator attribute) (h2o.estimators.deepwater.H2ODeepWaterEstimator attribute) (h2o.estimators.gbm.H2OGradientBoostingEstimator attribute) (h2o.estimators.glm.H2OGeneralizedLinearEstimator attribute) (h2o.estimators.random_forest.H2ORandomForestEstimator attribute) (h2o.estimators.xgboost.H2OXGBoostEstimator attribute) which() (h2o.frame.H2OFrame method)

window_size (h2o.estimators.word2vec.H2OWord2vecEstimator attribute) withinss() (h2o.grid.metrics.H2OClusteringGridSearch method) (h2o.model.H2OClusteringModel method) (h2o.model.clustering.H2OClusteringModel method) word_model (h2o.estimators.word2vec.H2OWord2vecEstimator attribute)

X

xval_keys() (h2o.grid.grid_search.H2OGridSearch method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) xvals (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute)

xvals() (h2o.grid.grid_search.H2OGridSearch method)

Y

year() (h2o.frame.H2OFrame method)