Index

_

__H2OConn__

A

abs() (h2o.frame.H2OFrame method) accuracy() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) acos() (h2o.frame.H2OFrame method) acosh() (h2o.frame.H2OFrame method) aic() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) all() (h2o.frame.H2OFrame method) anomaly() (h2o.model.autoencoder.H2OAutoEncoderModel method) (h2o.model.H2OAutoEncoderModel method) any() (h2o.frame.H2OFrame method) any_na_rm() (h2o.frame.H2OFrame method) anyfactor() (h2o.frame.H2OFrame method) apply() (h2o.frame.H2OFrame method) archetypes() (h2o.model.H2ODimReductionModel method) as_data_frame() (h2o.frame.H2OFrame method)

as_date() (h2o.frame.H2OFrame method) as_int() (in module h2o.connection) as_list() (in module h2o.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) atan() (h2o.frame.H2OFrame method) atanh() (h2o.frame.H2OFrame method) auc() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) autoencoder() (in module h2o.h2o)

B

betweenss() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method) biases() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method)

build_model() (h2o.estimators.estimator_base.H2OEstimator method)

C

cat_err() (h2o.model.metrics_base.H2ODimReductionModelMetrics method) catoffsets() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) cbind() (h2o.frame.H2OFrame method) ceil() (h2o.frame.H2OFrame method) centers() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) centers_std() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) centroid_stats() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) check_conn() (h2o.connection.H2OConnection static method) cluster_info() (in module h2o.h2o) cluster_is_up() (h2o.connection.H2OConnection static method) cluster_status() (in module h2o.h2o) coef() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) coef_norm() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) col_names (h2o.frame.H2OFrame attribute) columns (h2o.frame.H2OFrame attribute)

confusion_matrix() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) (h2o.model.metrics_base.H2OMultinomialModelMetrics method) (h2o.model.multinomial.H2OMultinomialModel method) ConfusionMatrix (class in h2o.model) 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.h2o) cummax() (h2o.frame.H2OFrame method) cummin() (h2o.frame.H2OFrame method) cumprod() (h2o.frame.H2OFrame method) cumsum() (h2o.frame.H2OFrame method) current_connection() (h2o.connection.H2OConnection static method) cut() (h2o.frame.H2OFrame method)

D

day() (h2o.frame.H2OFrame method) dayOfWeek() (h2o.frame.H2OFrame method) ddply() (h2o.frame.H2OFrame method) deepfeatures() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) deeplearning() (in module h2o.h2o) default() (h2o.connection.H2OConnection static method) delete() (h2o.connection.H2OConnection static method) describe() (h2o.frame.H2OFrame method)

digamma() (h2o.frame.H2OFrame method) dim (h2o.frame.H2OFrame attribute) divide() (h2o.assembly.H2OAssembly method) download_all_logs() (in module h2o.h2o) download_csv() (in module h2o.h2o) download_pojo() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) (in module h2o.h2o) drop() (h2o.frame.H2OFrame method)

E

end_session() (in module h2o.connection) environment variable __H2OConn__ equal_equal() (h2o.assembly.H2OAssembly method) error() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method)

exp() (h2o.frame.H2OFrame method) expm1() (h2o.frame.H2OFrame method) export_file() (in module h2o.h2o)

F

F0point5() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) F1() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) F2() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fallout() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) filter_na_cols() (h2o.frame.H2OFrame method) final_step() (h2o.model.H2ODimReductionModel method) find_idx_by_threshold() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) find_threshold_by_max_metric() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.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) fnr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fpr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.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.h2o) frame_id (h2o.frame.H2OFrame attribute) frames() (in module h2o.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.frame.H2OFrame method) gbm() (in module h2o.h2o) get() (h2o.connection.H2OConnection static method) get_frame() (h2o.frame.H2OFrame static method) (h2o.group_by.GroupBy method) (in module h2o.h2o) get_future_model() (in module h2o.h2o) get_human_readable_size() (in module h2o.connection) get_human_readable_time() (in module h2o.connection) get_json() (h2o.connection.H2OConnection static method) get_model() (in module h2o.h2o) get_params() (h2o.estimators.estimator_base.H2OEstimator method)

get_timezone() (in module h2o.h2o) get_xval_models() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) giniCoef() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) glm() (in module h2o.h2o) glrm() (in module h2o.h2o) greater_than() (h2o.assembly.H2OAssembly method) greater_than_equal() (h2o.assembly.H2OAssembly method) group_by() (h2o.frame.H2OFrame method) GroupBy (class in h2o.group_by) gsub() (h2o.frame.H2OFrame method)

H

h2o.connection (module) h2o.h2o (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) H2OAssembly (class in h2o.assembly) H2OAutoEncoderModel (class in h2o.model) (class in h2o.model.autoencoder) H2OAutoEncoderModelMetrics (class in h2o.model.metrics_base)

H2OBinomialModel (class in h2o.model) (class in h2o.model.binomial) H2OBinomialModelMetrics (class in h2o.model.metrics_base) H2OClusteringModel (class in h2o.model) (class in h2o.model.clustering) H2OClusteringModelMetrics (class in h2o.model.metrics_base) H2OConnection (class in h2o.connection) H2ODimReductionModel (class in h2o.model) H2ODimReductionModelMetrics (class in h2o.model.metrics_base) H2OEstimator (class in h2o.estimators.estimator_base) H2OFrame (class in h2o.frame) H2OModelFuture (class in h2o.model) H2OMultinomialModel (class in h2o.model.multinomial) H2OMultinomialModelMetrics (class in h2o.model.metrics_base) H2ORegressionModel (class in h2o.model.regression) H2ORegressionModelMetrics (class in h2o.model.metrics_base) head() (h2o.frame.H2OFrame method) hist() (h2o.frame.H2OFrame method) hit_ratio_table() (h2o.model.metrics_base.H2OMultinomialModelMetrics method) (h2o.model.multinomial.H2OMultinomialModel method) hour() (h2o.frame.H2OFrame method)

I

ifelse() (h2o.frame.H2OFrame method) import_file() (in module h2o.h2o) impute() (h2o.frame.H2OFrame method) init() (in module h2o.h2o) insert_missing_values() (h2o.frame.H2OFrame method) interaction() (h2o.frame.H2OFrame method) (in module h2o.h2o) ip() (h2o.connection.H2OConnection static method) is_cross_validated() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method)

is_int() (in module h2o.connection) is_src_in_self() (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

jar_paths() (h2o.connection.H2OConnection static method)

join() (h2o.estimators.estimator_base.H2OEstimator method)

K

kfold_column() (h2o.frame.H2OFrame method)

kmeans() (in module h2o.h2o)

L

lazy_import() (in module h2o.h2o) less_than() (h2o.assembly.H2OAssembly method) less_than_equal() (h2o.assembly.H2OAssembly method) levels() (h2o.frame.H2OFrame method) lgamma() (h2o.frame.H2OFrame method) list_timezones() (in module h2o.h2o) load_model() (in module h2o.h2o) 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.h2o) logical_negation() (h2o.frame.H2OFrame method) logloss() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) ls() (in module h2o.h2o)

M

make_url() (h2o.connection.H2OConnection static method) match() (h2o.frame.H2OFrame method) max() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) max_per_class_error() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mcc() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mean() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) mean_residual_deviance() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) median() (h2o.frame.H2OFrame method) merge() (h2o.frame.H2OFrame method) metric() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.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) minus() (h2o.assembly.H2OAssembly method)

missrate() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mixin() (h2o.estimators.estimator_base.H2OEstimator static 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.model.model_base.ModelBase method) (h2o.model.ModelBase method) ModelBase (class in h2o.model) (class in h2o.model.model_base) modulo_kfold_column() (h2o.frame.H2OFrame method) month() (h2o.frame.H2OFrame method) mse() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) mult() (h2o.frame.H2OFrame method) multiply() (h2o.assembly.H2OAssembly method)

N

na_omit() (h2o.frame.H2OFrame method) nacnt() (h2o.frame.H2OFrame method) naive_bayes() (in module h2o.h2o) names (h2o.assembly.H2OAssembly attribute) (h2o.frame.H2OFrame attribute) nchar() (h2o.frame.H2OFrame method) ncol (h2o.frame.H2OFrame attribute) nlevels() (h2o.frame.H2OFrame method) no_progress() (in module h2o.h2o)

normmul() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) normsub() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) not_equal() (h2o.assembly.H2OAssembly method) nrow (h2o.frame.H2OFrame attribute) null_degrees_of_freedom() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) null_deviance() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) num_err() (h2o.model.metrics_base.H2ODimReductionModelMetrics method) num_iterations() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) (h2o.model.H2ODimReductionModel method)

O

objective() (h2o.model.H2ODimReductionModel method)

ou() (in module h2o.h2o)

P

params (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute) parse_raw() (in module h2o.h2o) parse_setup() (in module h2o.h2o) 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.connection.H2OConnection static method)

post() (h2o.connection.H2OConnection static method) post_json() (h2o.connection.H2OConnection static method) pprint_coef() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) prcomp() (in module h2o.h2o) precision() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) predict() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) prod() (h2o.frame.H2OFrame method) proj_archetypes() (h2o.model.H2ODimReductionModel method)

Q

quantile() (h2o.frame.H2OFrame method)

R

r2() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) random_forest() (in module h2o.h2o) rapids() (in module h2o.h2o) rbind() (h2o.frame.H2OFrame method) read_cms() (h2o.model.ConfusionMatrix static method) recall() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) reconstruct() (h2o.model.H2ODimReductionModel method) remove() (in module h2o.h2o) remove_all() (in module h2o.h2o) rep_len() (h2o.frame.H2OFrame method)

residual_degrees_of_freedom() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) residual_deviance() (h2o.model.metrics_base.MetricsBase method) (h2o.model.MetricsBase method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) respmul() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) respsub() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) rest_ctr() (h2o.connection.H2OConnection static method) rest_version() (h2o.connection.H2OConnection static method) roc() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) ROUND (h2o.model.ConfusionMatrix attribute) round() (h2o.frame.H2OFrame method) runif() (h2o.frame.H2OFrame method)

S

save_model() (in module h2o.h2o) scale() (h2o.frame.H2OFrame method) score_history() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method) screeplot() (h2o.model.H2ODimReductionModel method) sd() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) sensitivity() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) session_id() (h2o.connection.H2OConnection static method) 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.h2o) shape (h2o.frame.H2OFrame attribute) show() (h2o.frame.H2OFrame 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.h2o) shutdown() (in module h2o.h2o) sign() (h2o.frame.H2OFrame method) signif() (h2o.frame.H2OFrame method)

sin() (h2o.frame.H2OFrame method) sinh() (h2o.frame.H2OFrame method) sinpi() (h2o.frame.H2OFrame method) size() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) specificity() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.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) start() (h2o.estimators.estimator_base.H2OEstimator method) start_glm_job() (in module h2o.h2o) stratified_kfold_column() (h2o.frame.H2OFrame method) stratified_split() (h2o.frame.H2OFrame method) strsplit() (h2o.frame.H2OFrame method) structure() (h2o.frame.H2OFrame method) sub() (h2o.frame.H2OFrame method) sum() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) summary() (h2o.frame.H2OFrame method) (h2o.model.ModelBase method) (h2o.model.model_base.ModelBase method) svd() (in module h2o.h2o)

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) tnr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) to_list() (h2o.model.ConfusionMatrix method) to_pojo() (h2o.assembly.H2OAssembly method) tolower() (h2o.frame.H2OFrame method) tot_withinss() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method) totss() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method)

toupper() (h2o.frame.H2OFrame method) tpr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) tprs (h2o.model.metrics_base.H2OBinomialModelMetrics attribute) train() (h2o.estimators.estimator_base.H2OEstimator method) transpose() (h2o.frame.H2OFrame method) trigamma() (h2o.frame.H2OFrame method) trim() (h2o.frame.H2OFrame method) trunc() (h2o.frame.H2OFrame method) type (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute) type() (h2o.frame.H2OFrame method) types (h2o.frame.H2OFrame attribute)

U

unique() (h2o.frame.H2OFrame method)

upload_file() (in module h2o.h2o)

V

var() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method)

varimp() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method)

W

week() (h2o.frame.H2OFrame method) weights() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method)

which() (h2o.frame.H2OFrame method) withinss() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.H2OClusteringModel method)

X

xval_keys() (h2o.model.model_base.ModelBase method) (h2o.model.ModelBase method)

xvals (h2o.model.model_base.ModelBase attribute) (h2o.model.ModelBase attribute)

Y

year() (h2o.frame.H2OFrame method)