A B C D E F G H I J K L M N P R S T V W _

A

addEvent(EventLogEntry.Level, EventLogEntry.Stage, String) - Method in class ai.h2o.automl.EventLog

Add a EventLogEntry, but don't log.

addEvent(EventLogEntry) - Method in class ai.h2o.automl.EventLog

Add a EventLogEntry, but don't log.

ai.h2o.automl - package ai.h2o.automl

ai.h2o.automl.collectors - package ai.h2o.automl.collectors

ai.h2o.automl.colmeta - package ai.h2o.automl.colmeta

ai.h2o.automl.utils - package ai.h2o.automl.utils

Algo - Enum in ai.h2o.automl

AlgoProvider() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AlgoProvider

auc - Variable in class ai.h2o.automl.Leaderboard

AUTO_STOPPING_TOLERANCE - Static variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

AutoML - Class in ai.h2o.automl

H2O AutoML AutoML is used for automating the machine learning workflow, which includes automatic training and tuning of many models within a user-specified time-limit.

AutoML() - Constructor for class ai.h2o.automl.AutoML

AutoML(Key<AutoML>, Date, AutoMLBuildSpec) - Constructor for class ai.h2o.automl.AutoML

automl_id - Variable in class water.automl.api.schemas3.AutoMLV99

automl_id - Variable in class water.automl.api.schemas3.EventLogV99

AutoMLBuildControl() - Constructor for class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

AutoMLBuildControlV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

AutoMLBuilderHandler - Class in water.automl.api

AutoMLBuilderHandler() - Constructor for class water.automl.api.AutoMLBuilderHandler

AutoMLBuildModels() - Constructor for class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels

AutoMLBuildModelsV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99

AutoMLBuildSpec - Class in ai.h2o.automl

Parameters which specify the build (or extension) of an AutoML build job.

AutoMLBuildSpec() - Constructor for class ai.h2o.automl.AutoMLBuildSpec

Default constructor provides the default behavior.

AutoMLBuildSpec.AutoMLBuildControl - Class in ai.h2o.automl

The specification of overall build parameters for the AutoML process.

AutoMLBuildSpec.AutoMLBuildModels - Class in ai.h2o.automl

The specification of the parameters for building models for a single algo (e.g., GBM), including base model parameters and hyperparameter search.

AutoMLBuildSpec.AutoMLInput - Class in ai.h2o.automl

The specification of the datasets to be used for the AutoML process.

AutoMLBuildSpec.AutoMLStoppingCriteria - Class in ai.h2o.automl

AutoMLBuildSpecV99 - Class in water.automl.api.schemas3

AutoMLBuildSpecV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99

AutoMLBuildSpecV99.AlgoProvider - Class in water.automl.api.schemas3

AutoMLBuildSpecV99.AutoMLBuildControlV99 - Class in water.automl.api.schemas3

The specification of overall build parameters for the AutoML process.

AutoMLBuildSpecV99.AutoMLBuildModelsV99 - Class in water.automl.api.schemas3

AutoMLBuildSpecV99.AutoMLInputV99 - Class in water.automl.api.schemas3

The specification of the datasets to be used for the AutoML process.

AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99 - Class in water.automl.api.schemas3

AutoMLHandler - Class in water.automl.api

AutoMLHandler() - Constructor for class water.automl.api.AutoMLHandler

AutoMLInput() - Constructor for class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

AutoMLInputV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

AutoMLKeyV3() - Constructor for class water.automl.api.schemas3.AutoMLV99.AutoMLKeyV3

AutoMLKeyV3(Key<AutoML>) - Constructor for class water.automl.api.schemas3.AutoMLV99.AutoMLKeyV3

AutoMLStoppingCriteria() - Constructor for class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

AutoMLStoppingCriteriaV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

AutoMLUtils - Class in ai.h2o.automl.utils

Useful utilities

AutoMLUtils() - Constructor for class ai.h2o.automl.utils.AutoMLUtils

AutoMLV99 - Class in water.automl.api.schemas3

AutoMLV99() - Constructor for class water.automl.api.schemas3.AutoMLV99

AutoMLV99.AutoMLKeyV3 - Class in water.automl.api.schemas3

B

balance_classes - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

balance_classes - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

binAt(int) - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

blending_frame - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

blending_frame - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

blending_frame - Variable in class water.automl.api.schemas3.AutoMLV99

build(int, AutoMLBuildSpecV99) - Method in class water.automl.api.AutoMLBuilderHandler

build_control - Variable in class ai.h2o.automl.AutoMLBuildSpec

build_control - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99

build_models - Variable in class ai.h2o.automl.AutoMLBuildSpec

build_models - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99

C

class_sampling_factors - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

class_sampling_factors - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

ColMeta - Class in ai.h2o.automl.colmeta

Column Meta Data Holds usual rollup stats and additional interesting bits of information.

ColMeta(Vec, String, int, boolean, boolean) - Constructor for class ai.h2o.automl.colmeta.ColMeta

Build metrics against the response column for this vec.

ColMeta(Vec, String, int, boolean) - Constructor for class ai.h2o.automl.colmeta.ColMeta

compute2() - Method in class ai.h2o.automl.collectors.MetaCollector.ParallelTasks

computeFrameMetaPass1() - Method in class ai.h2o.automl.FrameMetadata

D

debug(EventLogEntry.Stage, String) - Method in class ai.h2o.automl.EventLog

Add a Debug EventLogEntry and log.

default_stopping_tolerance_for_frame(Frame) - Static method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

delete() - Method in class ai.h2o.automl.FrameMetadata

diffCols(int[]) - Method in class ai.h2o.automl.FrameMetadata

Get the non-ignored columns that are not in the filter; do not include the response.

DynamicHisto(DHistogram) - Constructor for class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

E

event_log - Variable in class water.automl.api.schemas3.AutoMLV99

event_log_table - Variable in class water.automl.api.schemas3.AutoMLV99

eventLog() - Method in class ai.h2o.automl.AutoML

EventLog - Class in ai.h2o.automl

EventLog instances store significant events occurring during an AutoML run.

EventLog(Key<AutoML>) - Constructor for class ai.h2o.automl.EventLog

EventLogEntry<V extends java.io.Serializable> - Class in ai.h2o.automl

EventLogEntry(Key<AutoML>, EventLogEntry.Level, EventLogEntry.Stage, String) - Constructor for class ai.h2o.automl.EventLogEntry

EventLogEntry.Level - Enum in ai.h2o.automl

EventLogEntry.Stage - Enum in ai.h2o.automl

EventLogEntryV99 - Class in water.automl.api.schemas3

EventLogEntryV99() - Constructor for class water.automl.api.schemas3.EventLogEntryV99

EventLogEntryV99.LevelProvider - Class in water.automl.api.schemas3

EventLogEntryV99.StageProvider - Class in water.automl.api.schemas3

EventLogV99 - Class in water.automl.api.schemas3

EventLogV99() - Constructor for class water.automl.api.schemas3.EventLogV99

events - Variable in class water.automl.api.schemas3.EventLogV99

exclude_algos - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels

exclude_algos - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99

export_checkpoints_dir - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

export_checkpoints_dir - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

F

fetch(int, AutoMLV99) - Method in class water.automl.api.AutoMLHandler

fetch(int, LeaderboardsV99) - Method in class water.automl.api.LeaderboardsHandler

fetchAll() - Static method in class water.automl.api.LeaderboardsHandler.Leaderboards

fillColMeta(HashMap<String, Object>, int) - Method in class ai.h2o.automl.colmeta.ColMeta

fillFromBody(String) - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99

fillFromImpl(AutoMLBuildSpec.AutoMLStoppingCriteria) - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

fillFromImpl(AutoML) - Method in class water.automl.api.schemas3.AutoMLV99

fillFromImpl(EventLogEntry) - Method in class water.automl.api.schemas3.EventLogEntryV99

fillFromImpl(EventLog) - Method in class water.automl.api.schemas3.EventLogV99

fillImpl(AutoMLBuildSpec.AutoMLStoppingCriteria) - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

fillSimpleMeta(HashMap<String, Object>) - Method in class ai.h2o.automl.FrameMetadata

fold_column - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

fold_column - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

FrameMetadata - Class in ai.h2o.automl

Cache common questions asked upon the frame.

FrameMetadata(EventLog, Frame, int, String) - Constructor for class ai.h2o.automl.FrameMetadata

FrameMetadata(EventLog, Frame, int, String, boolean) - Constructor for class ai.h2o.automl.FrameMetadata

FrameMetadata(EventLog, Frame, int, int[], String, boolean) - Constructor for class ai.h2o.automl.FrameMetadata

FrameMetadata(EventLog, Frame, int, String[], String, boolean) - Constructor for class ai.h2o.automl.FrameMetadata

G

get() - Method in class ai.h2o.automl.AutoML

Holds until AutoML's job is completed, if a job exists.

getAutomlKey() - Method in class ai.h2o.automl.EventLogEntry

getBlendingFrame() - Method in class ai.h2o.automl.AutoML

getBuildSpec() - Method in class ai.h2o.automl.AutoML

getFoldColumn() - Method in class ai.h2o.automl.AutoML

getFromDKV(String, String) - Static method in class water.automl.api.AutoMLHandler

getFromDKV(String, Key) - Static method in class water.automl.api.AutoMLHandler

getFromDKV(String, String) - Static method in class water.automl.api.LeaderboardsHandler

getFromDKV(String, Key) - Static method in class water.automl.api.LeaderboardsHandler

getLeaderboardFrame() - Method in class ai.h2o.automl.AutoML

getLevel() - Method in class ai.h2o.automl.EventLogEntry

getMessage() - Method in class ai.h2o.automl.EventLogEntry

getName() - Method in class ai.h2o.automl.EventLogEntry

getName() - Method in class water.automl.RegisterRestApi

getProject() - Method in class ai.h2o.automl.Leaderboard

getResponseColumn() - Method in class ai.h2o.automl.AutoML

getSearchCriteria() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

getStage() - Method in class ai.h2o.automl.EventLogEntry

getTimestamp() - Method in class ai.h2o.automl.EventLogEntry

getTrainingFrame() - Method in class ai.h2o.automl.AutoML

getValidationFrame() - Method in class ai.h2o.automl.AutoML

getValue() - Method in class ai.h2o.automl.EventLogEntry

getValueFormatter() - Method in class ai.h2o.automl.EventLogEntry

getWeightsColumn() - Method in class ai.h2o.automl.AutoML

H

H2OJob - Class in ai.h2o.automl

H2OJob(H2ORunnable, long) - Constructor for class ai.h2o.automl.H2OJob

H2OJob(H2ORunnable, Key, long) - Constructor for class ai.h2o.automl.H2OJob

H2ORunnable - Interface in ai.h2o.automl

The H2ORunnable interface should be implemented by any class whose instances are intended to be submitted to the H2O forkjoin pool via H2O.submitTask.

I

idForProject(String) - Static method in class ai.h2o.automl.Leaderboard

ignored_columns - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

ignored_columns - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

ignoredCols() - Method in class ai.h2o.automl.FrameMetadata

include_algos - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels

include_algos - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99

includedCols() - Method in class ai.h2o.automl.FrameMetadata

info(EventLogEntry.Stage, String) - Method in class ai.h2o.automl.EventLog

Add a Info EventLogEntry and log.

init() - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

input_spec - Variable in class ai.h2o.automl.AutoMLBuildSpec

input_spec - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99

intAtoStringA(int[], String[]) - Static method in class ai.h2o.automl.FrameMetadata

intListToA(List<Integer>) - Static method in class ai.h2o.automl.utils.AutoMLUtils

isAnyCategorical() - Method in class ai.h2o.automl.FrameMetadata

checks if there are any categorical features in the frame

isAnyNumeric() - Method in class ai.h2o.automl.FrameMetadata

checks if there are any numeric features in the frame

isClassification() - Method in class ai.h2o.automl.colmeta.ColMeta

isClassification() - Method in class ai.h2o.automl.FrameMetadata

J

job() - Method in class ai.h2o.automl.AutoML

job - Variable in class ai.h2o.automl.AutoMLBuildSpec

job - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99

K

keep_cross_validation_fold_assignment - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

keep_cross_validation_fold_assignment - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

keep_cross_validation_models - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

keep_cross_validation_models - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

keep_cross_validation_predictions - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

keep_cross_validation_predictions - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

keepRunning() - Method in class ai.h2o.automl.AutoML

keepRunning() - Method in interface ai.h2o.automl.TimedH2ORunnable

L

leader() - Method in class ai.h2o.automl.AutoML

leaderboard() - Method in class ai.h2o.automl.AutoML

Leaderboard - Class in ai.h2o.automl

Utility to track all the models built for a given dataset type.

Leaderboard(String, EventLog, Frame, String) - Constructor for class ai.h2o.automl.Leaderboard

leaderboard - Variable in class water.automl.api.schemas3.AutoMLV99

leaderboard_frame - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

leaderboard_frame - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

leaderboard_frame - Variable in class water.automl.api.schemas3.AutoMLV99

leaderboard_frame - Variable in class water.automl.api.schemas3.LeaderboardV99

Frame for which the metrics have been computed for this leaderboard.

leaderboard_frame_checksum - Variable in class water.automl.api.schemas3.LeaderboardV99

Checksum for the Frame for which the metrics have been computed for this leaderboard.

leaderboard_table - Variable in class water.automl.api.schemas3.AutoMLV99

Leaderboards() - Constructor for class water.automl.api.LeaderboardsHandler.Leaderboards

leaderboards - Variable in class water.automl.api.LeaderboardsHandler.Leaderboards

leaderboards - Variable in class water.automl.api.schemas3.LeaderboardsV99

LeaderboardsHandler - Class in water.automl.api

LeaderboardsHandler() - Constructor for class water.automl.api.LeaderboardsHandler

LeaderboardsHandler.Leaderboards - Class in water.automl.api

Class which contains the internal representation of the leaderboards list and params.

LeaderboardsV99 - Class in water.automl.api.schemas3

LeaderboardsV99() - Constructor for class water.automl.api.schemas3.LeaderboardsV99

LeaderboardV99 - Class in water.automl.api.schemas3

LeaderboardV99() - Constructor for class water.automl.api.schemas3.LeaderboardV99

level - Variable in class water.automl.api.schemas3.EventLogEntryV99

LevelProvider() - Constructor for class water.automl.api.schemas3.EventLogEntryV99.LevelProvider

list(int, LeaderboardsV99) - Method in class water.automl.api.LeaderboardsHandler

Return all the Leaderboards.

logloss - Variable in class ai.h2o.automl.Leaderboard

M

mae - Variable in class ai.h2o.automl.Leaderboard

makeAutoML(Key<AutoML>, Date, AutoMLBuildSpec) - Static method in class ai.h2o.automl.AutoML

makeDHistogram(String, int, int, byte, double, double) - Static method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

makeEmptyColMeta() - Static method in class ai.h2o.automl.colmeta.ColMeta

makeEmptyFrameMeta() - Static method in class ai.h2o.automl.FrameMetadata

makeSchema() - Method in class ai.h2o.automl.AutoML

makeStratifiedWeights(Vec, double, double[]) - Static method in class ai.h2o.automl.utils.AutoMLUtils

makeTrainTest(Frame, String, double, boolean, double[]) - Static method in class ai.h2o.automl.utils.AutoMLUtils

makeTrainTestFromWeight(Frame, Vec[]) - Static method in class ai.h2o.automl.utils.AutoMLUtils

makeWeights(Vec, double, double[]) - Static method in class ai.h2o.automl.utils.AutoMLUtils

map(Chunk) - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

max_after_balance_size - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

max_after_balance_size - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

max_models() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

max_models - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

max_runtime_secs() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

max_runtime_secs - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

max_runtime_secs_per_model() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

max_runtime_secs_per_model - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

mean(int) - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

mean_per_class_error - Variable in class ai.h2o.automl.Leaderboard

mean_residual_deviance - Variable in class ai.h2o.automl.Leaderboard

Additional metrics for the models in this leaderboard, in the same order as the models Regression metrics: rmse, mse, mae, and rmsle Binomial metrics: logloss, mean_per_class_error, rmse, & mse Multinomial metrics: logloss, mean_per_class_error, rmse, & mse

merge(DHistogram) - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

message - Variable in class water.automl.api.schemas3.EventLogEntryV99

MetaCollector - Class in ai.h2o.automl.collectors

Collect metadata over a single column.

MetaCollector() - Constructor for class ai.h2o.automl.collectors.MetaCollector

MetaCollector.DynamicHisto - Class in ai.h2o.automl.collectors

A wrapper class around DHistogram.

MetaCollector.ParallelTasks<T extends water.H2O.H2OCountedCompleter<T>> - Class in ai.h2o.automl.collectors

METAVALUES - Static variable in class ai.h2o.automl.colmeta.ColMeta

METAVALUES - Static variable in class ai.h2o.automl.FrameMetadata

models - Variable in class water.automl.api.schemas3.LeaderboardV99

List of models for this leaderboard, sorted by metric so that the best is first according to the standard metric for the given model type.

mse - Variable in class ai.h2o.automl.Leaderboard

N

na_FeatureCount() - Method in class ai.h2o.automl.FrameMetadata

name - Variable in class water.automl.api.schemas3.EventLogEntryV99

nClass() - Method in class ai.h2o.automl.FrameMetadata

nfolds - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

nfolds - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

numberOfCategoricalFeatures() - Method in class ai.h2o.automl.FrameMetadata

numberOfNumericFeatures() - Method in class ai.h2o.automl.FrameMetadata

If predictors were passed, then any values computed/cached are based on those predictors

P

ParallelTasks(T[]) - Constructor for class ai.h2o.automl.collectors.MetaCollector.ParallelTasks

project() - Method in class ai.h2o.automl.AutoMLBuildSpec

project_name - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

Identifier for models that should be grouped together in the leaderboard (e.g., "airlines" and "iris").

project_name - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

project_name - Variable in class water.automl.api.schemas3.AutoMLV99

Identifier for models that should be grouped together in the leaderboard (e.g., "airlines" and "iris").

project_name - Variable in class water.automl.api.schemas3.LeaderboardsV99

project_name - Variable in class water.automl.api.schemas3.LeaderboardV99

Identifier for models that should be grouped together in the leaderboard (e.g., "airlines" and "iris").

projectName() - Method in class ai.h2o.automl.AutoML

R

reduce(MetaCollector.DynamicHisto) - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

registerEndPoints(RestApiContext) - Method in class water.automl.RegisterRestApi

RegisterRestApi - Class in water.automl

RegisterRestApi() - Constructor for class water.automl.RegisterRestApi

remainingModels() - Method in class ai.h2o.automl.AutoML

remove_impl(Futures, boolean) - Method in class ai.h2o.automl.AutoML

Delete the AutoML-related objects, but leave the grids and models that it built.

remove_impl(Futures, boolean) - Method in class ai.h2o.automl.EventLog

Delete object and its dependencies from DKV, including models.

remove_impl(Futures, boolean) - Method in class ai.h2o.automl.Leaderboard

Delete object and its dependencies from DKV, including models.

response() - Method in class ai.h2o.automl.FrameMetadata

response_column - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

response_column - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

rmse - Variable in class ai.h2o.automl.Leaderboard

rmsle - Variable in class ai.h2o.automl.Leaderboard

rowsWithNa() - Method in class ai.h2o.automl.FrameMetadata

run() - Method in class ai.h2o.automl.AutoML

run() - Method in interface ai.h2o.automl.H2ORunnable

S

seed() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

seed - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

selectBasicTransform() - Method in class ai.h2o.automl.colmeta.ColMeta

set_default_stopping_tolerance_for_frame(Frame) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

set_max_models(int) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

set_max_runtime_secs(double) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

set_max_runtime_secs_per_model(double) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

set_seed(long) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

set_stopping_metric(ScoreKeeper.StoppingMetric) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

set_stopping_rounds(int) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

set_stopping_tolerance(double) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

setNamedValue(String, V) - Method in class ai.h2o.automl.EventLogEntry

setNamedValue(String, V, Format) - Method in class ai.h2o.automl.EventLogEntry

setupLocal() - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

sort_decreasing - Variable in class water.automl.api.schemas3.LeaderboardV99

Metric direction used in the sort.

sort_metric - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

sort_metric - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

sort_metric - Variable in class water.automl.api.schemas3.AutoMLV99

sort_metric - Variable in class water.automl.api.schemas3.LeaderboardV99

Metric used to sort this leaderboard.

sort_metrics - Variable in class ai.h2o.automl.Leaderboard

Sort metrics for the models in this leaderboard, in the same order as the models.

sort_metrics - Variable in class water.automl.api.schemas3.LeaderboardV99

Sort metrics for the models in this leaderboard, in the same order as the models.

SQLNAN - Static variable in class ai.h2o.automl.colmeta.ColMeta

SQLNAN - Static variable in class ai.h2o.automl.FrameMetadata

stage - Variable in class water.automl.api.schemas3.EventLogEntryV99

StageProvider() - Constructor for class water.automl.api.schemas3.EventLogEntryV99.StageProvider

start() - Method in class ai.h2o.automl.H2OJob

start(int) - Method in class ai.h2o.automl.H2OJob

startAutoML(AutoMLBuildSpec) - Static method in class ai.h2o.automl.AutoML

Instantiate an AutoML object and start it running.

startAutoML(AutoML) - Static method in class ai.h2o.automl.AutoML

Takes in an AutoML instance and starts running it.

stop() - Method in class ai.h2o.automl.AutoML

stop() - Method in class ai.h2o.automl.H2OJob

stop() - Method in interface ai.h2o.automl.H2ORunnable

stopping_criteria - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

stopping_criteria - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

stopping_metric() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

stopping_metric - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

stopping_rounds() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

stopping_rounds - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

stopping_tolerance() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

stopping_tolerance - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99

stratify() - Method in class ai.h2o.automl.FrameMetadata

T

TimedH2ORunnable - Interface in ai.h2o.automl

timeRemainingMs() - Method in class ai.h2o.automl.AutoML

timeRemainingMs() - Method in interface ai.h2o.automl.TimedH2ORunnable

timestamp - Variable in class water.automl.api.schemas3.EventLogEntryV99

toString(String) - Method in class ai.h2o.automl.EventLog

toString() - Method in class ai.h2o.automl.EventLog

toString() - Method in class ai.h2o.automl.EventLogEntry

toString() - Method in class ai.h2o.automl.Leaderboard

toTwoDimTable() - Method in class ai.h2o.automl.EventLog

toTwoDimTable(String) - Method in class ai.h2o.automl.EventLog

toTwoDimTable() - Method in class ai.h2o.automl.Leaderboard

training_frame - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

training_frame - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

training_frame - Variable in class water.automl.api.schemas3.AutoMLV99

V

validation_frame - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

validation_frame - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

validation_frame - Variable in class water.automl.api.schemas3.AutoMLV99

value - Variable in class water.automl.api.schemas3.EventLogEntryV99

valueOf(String) - Static method in enum ai.h2o.automl.Algo

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum ai.h2o.automl.EventLogEntry.Level

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum ai.h2o.automl.EventLogEntry.Stage

Returns the enum constant of this type with the specified name.

values() - Static method in enum ai.h2o.automl.Algo

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum ai.h2o.automl.EventLogEntry.Level

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum ai.h2o.automl.EventLogEntry.Stage

Returns an array containing the constants of this enum type, in the order they are declared.

var(int) - Method in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

W

warn(EventLogEntry.Stage, String) - Method in class ai.h2o.automl.EventLog

Add a Warn EventLogEntry and log.

water.automl - package water.automl

water.automl.api - package water.automl.api

water.automl.api.schemas3 - package water.automl.api.schemas3

weights() - Method in class ai.h2o.automl.FrameMetadata

weights_column - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput

weights_column - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

_

_automlKey - Variable in class ai.h2o.automl.EventLog

_avgUniquesPerChunk - Variable in class ai.h2o.automl.colmeta.ColMeta

_binaryCols - Variable in class ai.h2o.automl.FrameMetadata

_cardinality - Variable in class ai.h2o.automl.colmeta.ColMeta

_catFeats - Variable in class ai.h2o.automl.FrameMetadata

_chunkBoundaries - Variable in class ai.h2o.automl.colmeta.ColMeta

_chunksMonotonicallyIncreasing - Variable in class ai.h2o.automl.colmeta.ColMeta

_cols - Variable in class ai.h2o.automl.FrameMetadata

_dblCols - Variable in class ai.h2o.automl.FrameMetadata

_dist - Variable in class ai.h2o.automl.colmeta.ColMeta

_events - Variable in class ai.h2o.automl.EventLog

_fourthMoment - Variable in class ai.h2o.automl.colmeta.ColMeta

_fr - Variable in class ai.h2o.automl.FrameMetadata

_h - Variable in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

_histo - Variable in class ai.h2o.automl.colmeta.ColMeta

Meta data collected on the first pass over this column.

_idx - Variable in class ai.h2o.automl.colmeta.ColMeta

_ignored - Variable in class ai.h2o.automl.colmeta.ColMeta

_intCols - Variable in class ai.h2o.automl.FrameMetadata

_intNotBinaryCols - Variable in class ai.h2o.automl.FrameMetadata

_isCategorical - Variable in class ai.h2o.automl.colmeta.ColMeta

_isClass - Variable in class ai.h2o.automl.colmeta.ColMeta

_isDate - Variable in class ai.h2o.automl.colmeta.ColMeta

_isNonIidId - Variable in class ai.h2o.automl.colmeta.ColMeta

_isNumeric - Variable in class ai.h2o.automl.colmeta.ColMeta

_isRowBasedId - Variable in class ai.h2o.automl.colmeta.ColMeta

_jobKey - Variable in class ai.h2o.automl.H2OJob

_kurtosis - Variable in class ai.h2o.automl.colmeta.ColMeta

_median - Variable in class ai.h2o.automl.colmeta.ColMeta

_MRTaskMillis - Variable in class ai.h2o.automl.colmeta.ColMeta

_name - Variable in class ai.h2o.automl.colmeta.ColMeta

_nameType - Variable in class ai.h2o.automl.colmeta.ColMeta

_numFeats - Variable in class ai.h2o.automl.FrameMetadata

_numUniques - Variable in class ai.h2o.automl.colmeta.ColMeta

_percentNA - Variable in class ai.h2o.automl.colmeta.ColMeta

_response - Variable in class ai.h2o.automl.colmeta.ColMeta

_response - Variable in class ai.h2o.automl.FrameMetadata

_sigma - Variable in class ai.h2o.automl.colmeta.ColMeta

_skew - Variable in class ai.h2o.automl.colmeta.ColMeta

_ssqs - Variable in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

_stratify - Variable in class ai.h2o.automl.colmeta.ColMeta

_sums - Variable in class ai.h2o.automl.collectors.MetaCollector.DynamicHisto

_target - Variable in class ai.h2o.automl.H2OJob

_thirdMoment - Variable in class ai.h2o.automl.colmeta.ColMeta

_trainTestWeight - Variable in class ai.h2o.automl.FrameMetadata

_v - Variable in class ai.h2o.automl.colmeta.ColMeta

_variance - Variable in class ai.h2o.automl.colmeta.ColMeta

_vif - Variable in class ai.h2o.automl.colmeta.ColMeta

_weightMult - Variable in class ai.h2o.automl.colmeta.ColMeta

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