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

A

addEvent(UserFeedbackEvent.Level, UserFeedbackEvent.Stage, String) - Method in class ai.h2o.automl.UserFeedback

Add a UserFeedbackEvent, but don't log.

addEvent(UserFeedbackEvent) - Method in class ai.h2o.automl.UserFeedback

Add a UserFeedbackEvent, but don't log.

addModel(Key<Model>) - Method in class ai.h2o.automl.AutoML

addModel(Model) - Method in class ai.h2o.automl.AutoML

addModel(Key<Model>) - Method in class ai.h2o.automl.Leaderboard

addModel(Model) - Method in class ai.h2o.automl.Leaderboard

addModels(Key<Model>[]) - Method in class ai.h2o.automl.AutoML

addModels(Key<Model>[]) - Method in class ai.h2o.automl.Leaderboard

Add the given models to the leaderboard.

addTwoDimTableRow(TwoDimTable, int) - Method in class ai.h2o.automl.UserFeedbackEvent

addTwoDimTableRowBinomial(TwoDimTable, int, String[], double[], double[]) - Method in class ai.h2o.automl.Leaderboard

addTwoDimTableRowMultinomial(TwoDimTable, int, String[], double[]) - Method in class ai.h2o.automl.Leaderboard

addTwoDimTableRowRegression(TwoDimTable, int, String[], double[], double[], double[], double[]) - Method in class ai.h2o.automl.Leaderboard

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

auto_ml_runs - Variable in class water.automl.api.AutoMLHandler.AutoMLs

auto_ml_runs - Variable in class water.automl.api.schemas3.AutoMLsV99

AutoML - Class in ai.h2o.automl

Initial draft of AutoML AutoML is a node-local driver class that is responsible for managing concurrent strategies of execution in an effort to discover an optimal supervised model for some given (dataset, response, loss) combo.

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

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

autoML - Variable in class ai.h2o.automl.UserFeedback

AutoML.algo - Enum in ai.h2o.automl

AutoML.AutoMLKeyV3 - Class in ai.h2o.automl

AutoML.AutoMLKeyV3() - Constructor for class ai.h2o.automl.AutoML.AutoMLKeyV3

AutoML.AutoMLKeyV3(Key<AutoML>) - Constructor for class ai.h2o.automl.AutoML.AutoMLKeyV3

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

automl_id - Variable in class water.automl.api.schemas3.UserFeedbackV99

AutoMLBuilderHandler - Class in water.automl.api

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

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

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

AutoMLBuildSpec.AutoMLEnsembleParameters - Class in ai.h2o.automl

The specification of ensemble-building to be used for the AutoML process, if any.

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

AutoMLBuildSpec.AutoMLFeatureEngineering - Class in ai.h2o.automl

The specification of automatic feature engineering to be used for the AutoML process.

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

AutoMLBuildSpec.AutoMLInput - Class in ai.h2o.automl

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

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

AutoMLBuildSpecV99 - Class in water.automl.api.schemas3

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

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

The specification of overall build parameters for the AutoML process.

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

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

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

AutoMLBuildSpecV99.AutoMLEnsembleParametersV99 - Class in water.automl.api.schemas3

AutoMLBuildSpecV99.AutoMLEnsembleParametersV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLEnsembleParametersV99

AutoMLBuildSpecV99.AutoMLFeatureEngineeringV99 - Class in water.automl.api.schemas3

AutoMLBuildSpecV99.AutoMLFeatureEngineeringV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLFeatureEngineeringV99

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

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

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

AutoMLHandler - Class in water.automl.api

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

AutoMLHandler.AutoMLs - Class in water.automl.api

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

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

AutoMLsV99 - Class in water.automl.api.schemas3

AutoMLsV99() - Constructor for class water.automl.api.schemas3.AutoMLsV99

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

B

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

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

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

Loops over categorical features to get cardinality summary for the frame

cleanup_adapt(Frame, Frame) - Static method in class ai.h2o.automl.utils.AutoMLUtils

colFormats - Static variable in class ai.h2o.automl.UserFeedbackEvent

colFormatsBinomial - Static variable in class ai.h2o.automl.Leaderboard

colFormatsMultinomial - Static variable in class ai.h2o.automl.Leaderboard

colFormatsRegression - Static variable in class ai.h2o.automl.Leaderboard

colHeaders(String, String[]) - Static method in class ai.h2o.automl.Leaderboard

colHeaders - Static variable in class ai.h2o.automl.UserFeedbackEvent

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

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

colTypes - Static variable in class ai.h2o.automl.UserFeedbackEvent

colTypesBinomial - Static variable in class ai.h2o.automl.Leaderboard

colTypesMultinomial - Static variable in class ai.h2o.automl.Leaderboard

colTypesRegression - Static variable in class ai.h2o.automl.Leaderboard

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

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

D

debug(UserFeedbackEvent.Stage, String) - Method in class ai.h2o.automl.UserFeedback

Add a Debug UserFeedbackEvent and log.

defaultMetricForModel(Model) - Static method in class ai.h2o.automl.Leaderboard

defaultMetricForModel(Model, ModelMetrics) - Static method in class ai.h2o.automl.Leaderboard

defaultMetricNameForModel(Model) - Static method in class ai.h2o.automl.Leaderboard

defaultSearchDL1() - Method in class ai.h2o.automl.AutoML

defaultSearchDL2() - Method in class ai.h2o.automl.AutoML

defaultSearchDL3() - Method in class ai.h2o.automl.AutoML

defaultSearchGBM(Key<Grid>) - Method in class ai.h2o.automl.AutoML

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

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

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

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

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

Delete everything in the DKV that this points to.

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

Delete everything in the DKV that this points to.

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

Same as delete() but also deletes all Objects made from this instance.

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

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.

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

A numeric Vec from an array of doubles

E

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

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

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

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

F

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

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

feedback_events - Variable in class water.automl.api.schemas3.UserFeedbackV99

feedbackEvents - Variable in class ai.h2o.automl.UserFeedback

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.AutoMLHandler.AutoMLs

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

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

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

fillFromImpl(UserFeedback) - Method in class water.automl.api.schemas3.UserFeedbackV99

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

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

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

FrameMetadata(UserFeedback, 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.

getAutoML() - Method in class ai.h2o.automl.UserFeedbackEvent

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

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

getFrameMetadata() - 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

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

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

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

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

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

Return the number of models in this Leaderboard.

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

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

getModels(String, boolean) - Method in class ai.h2o.automl.Leaderboard

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

getOrMakeLeaderboard(String, UserFeedback, Frame) - Static method in class ai.h2o.automl.Leaderboard

getOtherMetrics(String, IcedHashMap<Key<ModelMetrics>, ModelMetrics>, Frame, Model[]) - Static method in class ai.h2o.automl.Leaderboard

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

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

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

getSortMetrics(String, IcedHashMap<Key<ModelMetrics>, ModelMetrics>, Frame, Model[]) - Static method in class ai.h2o.automl.Leaderboard

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

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

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

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

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

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.

handle(int, Route, Properties, String) - Method in class water.automl.api.AutoMLBuilderHandler

hyperparameterSearch(String, Model.Parameters, Map<String, Object[]>) - Method in class ai.h2o.automl.AutoML

Do a random hyperparameter search.

hyperparameterSearch(Key<Grid>, String, Model.Parameters, Map<String, Object[]>) - Method in class ai.h2o.automl.AutoML

Do a random hyperparameter search.

I

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

idForRun(Key<AutoML>) - Static method in class ai.h2o.automl.UserFeedback

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

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

info(UserFeedbackEvent.Stage, String) - Method in class ai.h2o.automl.UserFeedback

Add a Info UserFeedbackEvent 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

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

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

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

Loops over numeric features to get kurtosis summary for the frame

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

Leaderboard.LeaderboardKeyV3 - Class in ai.h2o.automl

Leaderboard.LeaderboardKeyV3() - Constructor for class ai.h2o.automl.Leaderboard.LeaderboardKeyV3

Leaderboard.LeaderboardKeyV3(Key<Leaderboard>) - Constructor for class ai.h2o.automl.Leaderboard.LeaderboardKeyV3

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

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

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

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.

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

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

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

level - Variable in class water.automl.api.schemas3.UserFeedbackEventV99

list(int, AutoMLsV99) - Method in class water.automl.api.AutoMLHandler

Return all the AutoML objects.

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

Return all the Leaderboards.

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

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

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

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

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

makeTwoDimTable(String, int) - Static method in class ai.h2o.automl.UserFeedbackEvent

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

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

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

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

message - Variable in class water.automl.api.schemas3.UserFeedbackEventV99

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

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

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

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

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

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

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

modelKeys(String, boolean) - Method in class ai.h2o.automl.Leaderboard

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.

N

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

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

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

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

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

pollAndUpdateProgress(UserFeedbackEvent.Stage, String, long, Job, Job, AutoML.JobType) - Method in class ai.h2o.automl.AutoML

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

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.AutoMLsV99

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

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

rapidMax(Frame) - Method in class ai.h2o.automl.FrameMetadata

max function from rapids

rapidMean(Frame, boolean) - Method in class ai.h2o.automl.FrameMetadata

AstMean now accepts a flag to treat NAs as a 0 or ignore them completely

rapidMean(Frame) - Method in class ai.h2o.automl.FrameMetadata

mean function with default of ignore_na = true

rapidMedian(Frame) - Method in class ai.h2o.automl.FrameMetadata

median function from rapids

rapidMin(Frame) - Method in class ai.h2o.automl.FrameMetadata

min function from rapids

rapidSd(Frame) - Method in class ai.h2o.automl.FrameMetadata

sd function from rapids

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

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

Additional metrics for the models in this leaderboard, in the same order as the models rmse, mae, and rmsle for regression & logloss for binomial classification

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

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

setDefaultMetricAndDirection(Model) - Method in class ai.h2o.automl.Leaderboard

setMetricAndDirection(String, String[], boolean) - Method in class ai.h2o.automl.Leaderboard

setMetricAndDirection(String, boolean) - Method in class ai.h2o.automl.Leaderboard

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

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

Loops over numeric features to get skewness summary for the frame

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

Metric direction used in the sort.

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.UserFeedbackEventV99

start() - 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

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.UserFeedbackEventV99

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

toString(String, Model[], String, String, boolean, boolean) - Static method in class ai.h2o.automl.Leaderboard

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

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

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

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

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

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

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

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

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

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

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

trainModel(Key<Model>, String, Model.Parameters) - Method in class ai.h2o.automl.AutoML

Helper for hex.ModelBuilder.

try_mutations - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLFeatureEngineering

try_mutations - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLFeatureEngineeringV99

U

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

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

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

UserFeedback - Class in ai.h2o.automl

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

UserFeedbackEvent - Class in ai.h2o.automl

UserFeedbackEvent(AutoML, UserFeedbackEvent.Level, UserFeedbackEvent.Stage, String) - Constructor for class ai.h2o.automl.UserFeedbackEvent

UserFeedbackEvent.Level - Enum in ai.h2o.automl

UserFeedbackEvent.Stage - Enum in ai.h2o.automl

UserFeedbackEventV99 - Class in water.automl.api.schemas3

UserFeedbackEventV99() - Constructor for class water.automl.api.schemas3.UserFeedbackEventV99

UserFeedbackV99 - Class in water.automl.api.schemas3

UserFeedbackV99() - Constructor for class water.automl.api.schemas3.UserFeedbackV99

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

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

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

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

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

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

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

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

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

values() - Static method in enum ai.h2o.automl.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.UserFeedbackEvent.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.UserFeedbackEvent.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(UserFeedbackEvent.Stage, String) - Method in class ai.h2o.automl.UserFeedback

Add a Warn UserFeedbackEvent 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

_

_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

_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

_key - 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

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