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.

AddNoiseTask(int, int, double) - Constructor for class ai.h2o.automl.targetencoding.TargetEncoder.AddNoiseTask

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

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.targetencoding - package ai.h2o.automl.targetencoding

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

apply(Env, Env.StackHelp, AstRoot[]) - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderFit

apply(Env, Env.StackHelp, AstRoot[]) - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderTransform

applyTargetEncoding(Frame, String, Map<String, Frame>, byte, String, boolean, double, boolean, long) - Method in class ai.h2o.automl.targetencoding.TargetEncoder

Core method for applying pre-calculated encodings to the dataset.

applyTargetEncoding(Frame, String, Map<String, Frame>, byte, String, boolean, boolean, long) - Method in class ai.h2o.automl.targetencoding.TargetEncoder

applyTargetEncoding(Frame, String, Map<String, Frame>, byte, boolean, boolean, long) - Method in class ai.h2o.automl.targetencoding.TargetEncoder

applyTargetEncoding(Frame, String, Map<String, Frame>, byte, boolean, double, boolean, long) - Method in class ai.h2o.automl.targetencoding.TargetEncoder

args() - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderFit

args() - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderTransform

AstTargetEncoderFit - Class in water.rapids.ast.prims.mungers

Rapids wrapper for java TargetEncoder (fit part) Design: Due to a stateless nature of the calls from the client we will have to implement target encoding's workflow with two separate calls: to AstTargetEncoderFit.java and AstTargetEncoderTransform.java

AstTargetEncoderFit() - Constructor for class water.rapids.ast.prims.mungers.AstTargetEncoderFit

AstTargetEncoderTransform - Class in water.rapids.ast.prims.mungers

Rapids wrapper for java TargetEncoder (transform part)

AstTargetEncoderTransform() - Constructor for class water.rapids.ast.prims.mungers.AstTargetEncoderTransform

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

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 - Variable in class ai.h2o.automl.UserFeedback

AutoML.algo - Interface in ai.h2o.automl

Deprecated.

will be removed in H2O 3.24.x, please use Algo instead.

AutoML.AutoMLKeyV3 - Class in ai.h2o.automl

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

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

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.

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.

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 ai.h2o.automl.AutoML.AutoMLKeyV3

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

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

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

BlendingParams - Class in ai.h2o.automl.targetencoding

BlendingParams(double, double) - Constructor for class ai.h2o.automl.targetencoding.BlendingParams

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

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

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

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

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

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

D

DataLeakageHandlingStrategy() - Constructor for class ai.h2o.automl.targetencoding.TargetEncoder.DataLeakageHandlingStrategy

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

Add a Debug UserFeedbackEvent and log.

DeepLearning - Static variable in interface ai.h2o.automl.AutoML.algo

Deprecated.

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

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

Delete everything in the DKV that this points to.

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.

DRF - Static variable in interface ai.h2o.automl.AutoML.algo

Deprecated.

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

E

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

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.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

GBM - Static variable in interface ai.h2o.automl.AutoML.algo

Deprecated.

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

getF() - Method in class ai.h2o.automl.targetencoding.BlendingParams

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

getK() - Method in class ai.h2o.automl.targetencoding.BlendingParams

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

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

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

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

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

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

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

GLM - Static variable in interface ai.h2o.automl.AutoML.algo

Deprecated.

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

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

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

KFold - Static variable in class ai.h2o.automl.targetencoding.TargetEncoder.DataLeakageHandlingStrategy

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

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

Leaderboard.LeaderboardKeyV3 - Class in ai.h2o.automl

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

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

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

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

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

LeaveOneOut - Static variable in class ai.h2o.automl.targetencoding.TargetEncoder.DataLeakageHandlingStrategy

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

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

Return all the Leaderboards.

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

longestLevel - Variable in class ai.h2o.automl.UserFeedbackEvent

longestStage - Variable in class ai.h2o.automl.UserFeedbackEvent

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, 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

map(Chunk[]) - Method in class ai.h2o.automl.targetencoding.TargetEncoder.AddNoiseTask

map(Chunk[]) - Method in class ai.h2o.automl.targetencoding.TargetEncoder.SubtractCurrentRowForLeaveOneOutTask

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

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.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.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

nargs() - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderFit

nargs() - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderTransform

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

None - Static variable in class ai.h2o.automl.targetencoding.TargetEncoder.DataLeakageHandlingStrategy

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

prepareEncodingMap(Frame, String, String, boolean) - Method in class ai.h2o.automl.targetencoding.TargetEncoder

prepareEncodingMap(Frame, String, String) - Method in class ai.h2o.automl.targetencoding.TargetEncoder

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

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

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

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

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

StackedEnsemble - Static variable in interface ai.h2o.automl.AutoML.algo

Deprecated.

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

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

str() - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderFit

str() - Method in class water.rapids.ast.prims.mungers.AstTargetEncoderTransform

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

SubtractCurrentRowForLeaveOneOutTask(int, int, int) - Constructor for class ai.h2o.automl.targetencoding.TargetEncoder.SubtractCurrentRowForLeaveOneOutTask

T

TargetEncoder - Class in ai.h2o.automl.targetencoding

Status: alpha version This is a core class for target encoding related logic.

TargetEncoder(String[], BlendingParams) - Constructor for class ai.h2o.automl.targetencoding.TargetEncoder

TargetEncoder(String[]) - Constructor for class ai.h2o.automl.targetencoding.TargetEncoder

TargetEncoder.AddNoiseTask - Class in ai.h2o.automl.targetencoding

TargetEncoder.DataLeakageHandlingStrategy - Class in ai.h2o.automl.targetencoding

TargetEncoder.SubtractCurrentRowForLeaveOneOutTask - Class in ai.h2o.automl.targetencoding

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

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

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

toTwoDimTable() - 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

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

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.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.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

water.rapids.ast.prims.mungers - package water.rapids.ast.prims.mungers

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

_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 _