Index (h2o-automl 3.46.0 API)

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

A

add(String, V) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters.Builder
add(IAlgo, String, V) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters.Builder
addEvent(LoggingLevel, EventLogEntry.Stage, String) - Method in class ai.h2o.automl.events.EventLog: Add a EventLogEntry, but don't log.
addEvent(EventLogEntry) - Method in class ai.h2o.automl.events.EventLog: Add a EventLogEntry, but don't log.
addModel(Key<M>) - Method in class ai.h2o.automl.Models
addModels(Key<M>[]) - Method in class ai.h2o.automl.Models
addResumableKey(Key) - Method in class ai.h2o.automl.AutoMLSession
ai.h2o.automl - package ai.h2o.automl
ai.h2o.automl.events - package ai.h2o.automl.events
ai.h2o.automl.leaderboard - package ai.h2o.automl.leaderboard
ai.h2o.automl.modeling - package ai.h2o.automl.modeling
ai.h2o.automl.preprocessing - package ai.h2o.automl.preprocessing
Algo - Enum in ai.h2o.automl
algo_parameters - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels
algo_parameters - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99
AlgoProvider() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AlgoProvider
alias - Variable in class water.automl.api.schemas3.StepDefinitionV99
AliasProvider() - Constructor for class water.automl.api.schemas3.StepDefinitionV99.AliasProvider
aml() - Method in class ai.h2o.automl.ModelingStep
aml() - Method in class ai.h2o.automl.ModelingSteps
apply(Model.Parameters, PreprocessingConfig) - Method in interface ai.h2o.automl.preprocessing.PreprocessingStep: applies this preprocessing step to the model parameters right before the model training starts.
apply(Model.Parameters, PreprocessingConfig) - Method in class ai.h2o.automl.preprocessing.TargetEncoding
applyCustomParameters(IAlgo, Model.Parameters) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters
applyPreprocessing(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep
asLogger(EventLogEntry.Stage) - Method in class ai.h2o.automl.events.EventLog
asModelsJob(Job, Key<Models>) - Method in class ai.h2o.automl.ModelingStep.SelectionStep
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: DO NOT USE explicitly: for schema/reflection only.
AutoML(AutoMLBuildSpec) - Constructor for class ai.h2o.automl.AutoML
AutoML(Key<AutoML>, AutoMLBuildSpec) - Constructor for class ai.h2o.automl.AutoML
AutoML(Date, AutoMLBuildSpec) - Constructor for class ai.h2o.automl.AutoML: Deprecated.
use instead
AutoML(Key<AutoML>, Date, AutoMLBuildSpec) - Constructor for class ai.h2o.automl.AutoML: Deprecated.
use instead
AutoML.Constraint - Enum in ai.h2o.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
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.AutoMLCustomParameters - Class in ai.h2o.automl
AutoMLBuildSpec.AutoMLCustomParameters.AutoMLCustomParameter<V> - Class in ai.h2o.automl
AutoMLBuildSpec.AutoMLCustomParameters.Builder - Class in ai.h2o.automl
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.AutoMLCustomParameterV99<V> - 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.AutoMLMetricProvider - Class in water.automl.api.schemas3
AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99 - Class in water.automl.api.schemas3
AutoMLBuildSpecV99.ScopeProvider - Class in water.automl.api.schemas3
AutoMLCustomParameters() - Constructor for class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters
AutoMLCustomParameterV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLCustomParameterV99
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
AutoMLMetricProvider() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLMetricProvider
AutoMLSession - Class in ai.h2o.automl
AutoMLStoppingCriteria() - Constructor for class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria
AutoMLStoppingCriteriaV99() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99
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
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() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters.Builder: Builder is necessary here as the custom parameters must be applied in a certain order, and we can't assume that the consumer of this API will add them in the right order.
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
Builder() - Constructor for class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters.Builder
byStartTime - Static variable in class ai.h2o.automl.AutoML

C

canRun() - Method in class ai.h2o.automl.ModelingStep
canRun() - Method in class ai.h2o.automl.ModelingStep.DynamicStep
class_sampling_factors - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
class_sampling_factors - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99
cleanup() - Method in class ai.h2o.automl.modeling.StackedEnsembleStepsProvider.StackedEnsembleSteps
cleanup() - Method in class ai.h2o.automl.ModelingSteps
cleanup() - Method in interface ai.h2o.automl.ModelSelectionStrategies.LeaderboardHolder
COLUMN - Static variable in class ai.h2o.automl.leaderboard.ModelGroup
COLUMN - Static variable in class ai.h2o.automl.leaderboard.ModelProvider
COLUMN - Static variable in class ai.h2o.automl.leaderboard.ModelSize
COLUMN - Static variable in class ai.h2o.automl.leaderboard.ModelStep
CompletionSteps(AutoML) - Constructor for class ai.h2o.automl.modeling.CompletionStepsProvider.CompletionSteps
CompletionStepsProvider - Class in ai.h2o.automl.modeling
CompletionStepsProvider() - Constructor for class ai.h2o.automl.modeling.CompletionStepsProvider
CompletionStepsProvider.CompletionSteps - Class in ai.h2o.automl.modeling
CONFIG_ENABLED - Static variable in class ai.h2o.automl.preprocessing.TargetEncoding
CONFIG_PREPARE_CV_ONLY - Static variable in class ai.h2o.automl.preprocessing.TargetEncoding
consume() - Method in class ai.h2o.automl.WorkAllocations.Work
create() - Static method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters
createDefinitionPlanFromSteps(ModelingStep[]) - Method in class ai.h2o.automl.ModelingStepsRegistry
createFoldColumn(Frame, Model.Parameters.FoldAssignmentScheme, int, String, long) - Static method in class ai.h2o.automl.preprocessing.TargetEncoding
custom_distribution_func - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
custom_distribution_func - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99
custom_metric_func - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
custom_metric_func - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

D

dateTimeFormat - Static variable in class ai.h2o.automl.events.EventLogEntry
dateTimeISOFormat - Static variable in class ai.h2o.automl.events.EventLogEntry
debug(EventLogEntry.Stage, String) - Method in class ai.h2o.automl.events.EventLog: Add a Debug EventLogEntry and log.
DeepLearningSteps(AutoML) - Constructor for class ai.h2o.automl.modeling.DeepLearningStepsProvider.DeepLearningSteps
DeepLearningStepsProvider - Class in ai.h2o.automl.modeling
DeepLearningStepsProvider() - Constructor for class ai.h2o.automl.modeling.DeepLearningStepsProvider
DeepLearningStepsProvider.DeepLearningSteps - Class in ai.h2o.automl.modeling
DEFAULT_DYNAMIC_GROUP - Static variable in class ai.h2o.automl.ModelingStep.DynamicStep
DEFAULT_DYNAMIC_TRAINING_WEIGHT - Static variable in class ai.h2o.automl.ModelingStep.DynamicStep
DEFAULT_GRID_GROUP - Static variable in class ai.h2o.automl.ModelingStep.GridStep
DEFAULT_GRID_TRAINING_WEIGHT - Static variable in class ai.h2o.automl.ModelingStep.GridStep
DEFAULT_GROUP - Static variable in class ai.h2o.automl.StepDefinition.Step
DEFAULT_MODEL_GROUP - Static variable in class ai.h2o.automl.ModelingStep.ModelStep
DEFAULT_MODEL_TRAINING_WEIGHT - Static variable in class ai.h2o.automl.ModelingStep.ModelStep
DEFAULT_SELECTION_GROUP - Static variable in class ai.h2o.automl.ModelingStep.SelectionStep
DEFAULT_SELECTION_TRAINING_WEIGHT - Static variable in class ai.h2o.automl.ModelingStep.SelectionStep
default_stopping_tolerance_for_frame(Frame) - Static method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria
DEFAULT_WEIGHT - Static variable in class ai.h2o.automl.StepDefinition.Step
defaultParameters(String) - Static method in class ai.h2o.automl.ModelingStepsRegistry
dispose() - Method in interface ai.h2o.automl.preprocessing.PreprocessingStep: preprocessing steps are disposed by default at the end of the AutoML training session.
dispose() - Method in class ai.h2o.automl.preprocessing.TargetEncoding
distribution - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
distribution - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99
DRFSteps(AutoML) - Constructor for class ai.h2o.automl.modeling.DRFStepsProvider.DRFSteps
DRFStepsProvider - Class in ai.h2o.automl.modeling
DRFStepsProvider() - Constructor for class ai.h2o.automl.modeling.DRFStepsProvider
DRFStepsProvider.DRFSteps - Class in ai.h2o.automl.modeling
DynamicStep(String, String, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.DynamicStep
DynamicStep(String, String, int, int, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.DynamicStep

E

enabled() - Method in interface ai.h2o.automl.IAlgo
epochFormat - Static variable in class ai.h2o.automl.events.EventLogEntry
equals(Object) - Method in class ai.h2o.automl.ModelingStep
equals(Object) - Method in class ai.h2o.automl.StepDefinition
equals(Object) - Method in class ai.h2o.automl.StepDefinition.Step
error(EventLogEntry.Stage, String) - Method in class ai.h2o.automl.events.EventLog: Add an Error EventLogEntry and log.
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.events: EventLog instances store significant events occurring during an AutoML run.
EventLog(Key) - Constructor for class ai.h2o.automl.events.EventLog
EventLogEntry<V extends java.io.Serializable> - Class in ai.h2o.automl.events
EventLogEntry(Key<AutoML>, LoggingLevel, EventLogEntry.Stage, String) - Constructor for class ai.h2o.automl.events.EventLogEntry
EventLogEntry.Stage - Enum in ai.h2o.automl.events
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
exploitation_ratio - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels
exploitation_ratio - 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
extensions - Variable in class water.automl.api.schemas3.LeaderboardsV99

F

fetch() - Method in class ai.h2o.automl.leaderboard.ModelSize
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
fillFromImpl(AutoMLBuildSpec.AutoMLBuildModels) - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99
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
fillFromImpl(Leaderboard) - Method in class water.automl.api.schemas3.LeaderboardV99
fillImpl(AutoMLBuildSpec.AutoMLBuildModels) - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99
fillImpl(AutoMLBuildSpec.AutoMLStoppingCriteria) - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99
fillImpl(AutoMLBuildSpec) - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99
fold_column - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput
fold_column - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99

G

GBMSteps(AutoML) - Constructor for class ai.h2o.automl.modeling.GBMStepsProvider.GBMSteps
GBMStepsProvider - Class in ai.h2o.automl.modeling
GBMStepsProvider() - Constructor for class ai.h2o.automl.modeling.GBMStepsProvider
GBMStepsProvider.GBMSteps - Class in ai.h2o.automl.modeling
get() - Method in class ai.h2o.automl.AutoML: Holds until AutoML's job is completed, if a job exists.
get() - Method in interface ai.h2o.automl.ModelSelectionStrategies.LeaderboardHolder
getActualModelingSteps() - Method in class ai.h2o.automl.AutoML
getAlgo() - Method in class ai.h2o.automl.ModelingStep
getAlias() - Method in class ai.h2o.automl.StepDefinition
getAllocatedWork() - Method in class ai.h2o.automl.ModelingStep
getAllocation(String, IAlgo) - Method in class ai.h2o.automl.WorkAllocations
getAllocations(Predicate<WorkAllocations.Work>) - Method in class ai.h2o.automl.WorkAllocations
getAllSteps() - Method in class ai.h2o.automl.ModelingSteps
getAutomlKey() - Method in class ai.h2o.automl.events.EventLogEntry
getBlendingFrame() - Method in class ai.h2o.automl.AutoML
getBuildSpec() - Method in class ai.h2o.automl.AutoML
getClassDistribution() - Method in class ai.h2o.automl.AutoML
getColumn() - Method in class ai.h2o.automl.leaderboard.ModelGroup
getColumn() - Method in class ai.h2o.automl.leaderboard.ModelProvider
getColumn() - Method in class ai.h2o.automl.leaderboard.ModelSize
getColumn() - Method in class ai.h2o.automl.leaderboard.ModelStep
getDefaultModels() - Method in class ai.h2o.automl.modeling.DeepLearningStepsProvider.DeepLearningSteps
getDefaultModels() - Method in class ai.h2o.automl.modeling.DRFStepsProvider.DRFSteps
getDefaultModels() - Method in class ai.h2o.automl.modeling.GBMStepsProvider.GBMSteps
getDefaultModels() - Method in class ai.h2o.automl.modeling.GLMStepsProvider.GLMSteps
getDefaultModels() - Method in class ai.h2o.automl.modeling.StackedEnsembleStepsProvider.StackedEnsembleSteps
getDefaultModels() - Method in class ai.h2o.automl.modeling.XGBoostSteps
getDefaultModels() - Method in class ai.h2o.automl.ModelingSteps
getDistributionFamily() - Method in class ai.h2o.automl.AutoML
getFoldColumn() - Method in class ai.h2o.automl.AutoML
getGlobalId() - Method in class ai.h2o.automl.ModelingStep
getGrids() - Method in class ai.h2o.automl.modeling.DeepLearningStepsProvider.DeepLearningSteps
getGrids() - Method in class ai.h2o.automl.modeling.GBMStepsProvider.GBMSteps
getGrids() - Method in class ai.h2o.automl.modeling.XGBoostSteps
getGrids() - Method in class ai.h2o.automl.ModelingSteps
getGroup() - Method in class ai.h2o.automl.StepDefinition.Step
getId() - Method in class ai.h2o.automl.ModelingStep
getId() - Method in class ai.h2o.automl.StepDefinition.Step
getInstance(String) - Static method in class ai.h2o.automl.AutoMLSession
getJobType() - Method in class ai.h2o.automl.ModelingStep.DynamicStep
getJobType() - Method in class ai.h2o.automl.ModelingStep
getJobType() - Method in class ai.h2o.automl.ModelingStep.GridStep
getJobType() - Method in class ai.h2o.automl.ModelingStep.ModelStep
getJobType() - Method in class ai.h2o.automl.ModelingStep.SelectionStep
getLeaderboardFrame() - Method in class ai.h2o.automl.AutoML
getLevel() - Method in class ai.h2o.automl.events.EventLogEntry
getMessage() - Method in class ai.h2o.automl.events.EventLogEntry
getModelCount() - Method in class ai.h2o.automl.Models
getModelId() - Method in class ai.h2o.automl.leaderboard.ModelGroup
getModelId() - Method in class ai.h2o.automl.leaderboard.ModelProvider
getModelId() - Method in class ai.h2o.automl.leaderboard.ModelSize
getModelId() - Method in class ai.h2o.automl.leaderboard.ModelStep
getModelingStep(Key) - Method in class ai.h2o.automl.AutoMLSession
getModelingStep(String, String) - Method in class ai.h2o.automl.AutoMLSession
getModelingStepsRegistry() - Method in class ai.h2o.automl.AutoMLSession
getModelKeys() - Method in class ai.h2o.automl.Models
getModels() - Method in class ai.h2o.automl.Models
getName() - Method in class ai.h2o.automl.events.EventLogEntry
getName() - Method in class ai.h2o.automl.modeling.CompletionStepsProvider
getName() - Method in class ai.h2o.automl.modeling.DeepLearningStepsProvider
getName() - Method in class ai.h2o.automl.modeling.DRFStepsProvider
getName() - Method in class ai.h2o.automl.modeling.GBMStepsProvider
getName() - Method in class ai.h2o.automl.modeling.GLMStepsProvider
getName() - Method in class ai.h2o.automl.modeling.StackedEnsembleStepsProvider
getName() - Method in class ai.h2o.automl.modeling.XGBoostStepsProvider
getName() - Method in interface ai.h2o.automl.ModelingStepsProvider
getName() - Method in class ai.h2o.automl.StepDefinition
getName() - Method in class water.automl.RegisterRestApi
getNonPredictors() - Method in class ai.h2o.automl.AutoMLBuildSpec
getOptionals() - Method in class ai.h2o.automl.modeling.CompletionStepsProvider.CompletionSteps
getOptionals() - Method in class ai.h2o.automl.modeling.GBMStepsProvider.GBMSteps
getOptionals() - Method in class ai.h2o.automl.modeling.StackedEnsembleStepsProvider.StackedEnsembleSteps
getOptionals() - Method in class ai.h2o.automl.modeling.XGBoostSteps
getOptionals() - Method in class ai.h2o.automl.ModelingSteps
getOrderedSteps(StepDefinition[], AutoML) - Method in class ai.h2o.automl.ModelingStepsRegistry
getOrMake(Key) - Static method in class ai.h2o.automl.events.EventLog
getPreprocessingConfig() - Method in class ai.h2o.automl.ModelingStep
getPriorityGroup() - Method in class ai.h2o.automl.ModelingStep
getProvider() - Method in class ai.h2o.automl.modeling.CompletionStepsProvider.CompletionSteps
getProvider() - Method in class ai.h2o.automl.modeling.DeepLearningStepsProvider.DeepLearningSteps
getProvider() - Method in class ai.h2o.automl.modeling.DRFStepsProvider.DRFSteps
getProvider() - Method in class ai.h2o.automl.modeling.GBMStepsProvider.GBMSteps
getProvider() - Method in class ai.h2o.automl.modeling.GLMStepsProvider.GLMSteps
getProvider() - Method in class ai.h2o.automl.modeling.StackedEnsembleStepsProvider.StackedEnsembleSteps
getProvider() - Method in class ai.h2o.automl.modeling.XGBoostSteps
getProvider() - Method in class ai.h2o.automl.ModelingStep: Each provider (usually one class) defining a collection of steps must have a unique name.
getProvider() - Method in class ai.h2o.automl.ModelingSteps
getResponseColumn() - Method in class ai.h2o.automl.AutoML
getResumableKeys(String, String) - Method in class ai.h2o.automl.AutoMLSession
getSearchCriteria() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria
getSelectionStrategy() - Method in class ai.h2o.automl.ModelingStep.SelectionStep
getStage() - Method in class ai.h2o.automl.events.EventLogEntry
getStep(String) - Method in class ai.h2o.automl.ModelingSteps
getSteps(StepDefinition.Step[]) - Method in class ai.h2o.automl.ModelingSteps
getSteps(StepDefinition.Alias) - Method in class ai.h2o.automl.ModelingSteps
getSteps() - Method in class ai.h2o.automl.StepDefinition
getSubStep(String) - Method in class ai.h2o.automl.ModelingStep.DynamicStep
getSubStep(String) - Method in class ai.h2o.automl.ModelingStep
getTimestamp() - Method in class ai.h2o.automl.events.EventLogEntry
getTrainedModels() - Method in class ai.h2o.automl.ModelingStep
getTrainedModelsKeys() - Method in class ai.h2o.automl.ModelingStep
getTrainingFrame() - Method in class ai.h2o.automl.AutoML
getType() - Method in interface ai.h2o.automl.preprocessing.PreprocessingStep
getType() - Method in class ai.h2o.automl.preprocessing.TargetEncoding
getValidationFrame() - Method in class ai.h2o.automl.AutoML
getValue() - Method in class ai.h2o.automl.events.EventLogEntry
getValue() - Method in class ai.h2o.automl.leaderboard.ModelGroup
getValue() - Method in class ai.h2o.automl.leaderboard.ModelProvider
getValue() - Method in class ai.h2o.automl.leaderboard.ModelSize
getValue() - Method in class ai.h2o.automl.leaderboard.ModelStep
getValueFormatter() - Method in class ai.h2o.automl.events.EventLogEntry
getWeight() - Method in class ai.h2o.automl.ModelingStep
getWeight() - Method in class ai.h2o.automl.StepDefinition.Step
getWeightsColumn() - Method in class ai.h2o.automl.AutoML
getWorkAllocations() - Method in class ai.h2o.automl.ModelingStep
GLMSteps(AutoML) - Constructor for class ai.h2o.automl.modeling.GLMStepsProvider.GLMSteps
GLMStepsProvider - Class in ai.h2o.automl.modeling
GLMStepsProvider() - Constructor for class ai.h2o.automl.modeling.GLMStepsProvider
GLMStepsProvider.GLMSteps - Class in ai.h2o.automl.modeling
GRID_STOPPING_ROUND_FACTOR - Static variable in class ai.h2o.automl.ModelingStep.GridStep
GridStep(String, IAlgo, String, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.GridStep
GridStep(String, IAlgo, String, int, int, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.GridStep
group - Variable in class water.automl.api.schemas3.StepDefinitionV99.StepV99

H

H2OAutoMLException - Exception in water.exceptions
H2OAutoMLException(String) - Constructor for exception water.exceptions.H2OAutoMLException
H2OAutoMLException(String, Throwable) - Constructor for exception water.exceptions.H2OAutoMLException
H2OAutoMLException(String, Throwable, int) - Constructor for exception water.exceptions.H2OAutoMLException
H2OJob<T extends water.Keyed & H2ORunnable> - Class in ai.h2o.automl
H2OJob(T, long) - Constructor for class ai.h2o.automl.H2OJob
H2OJob(T, Key<T>, 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.
hasCustomParam(IAlgo, String) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters
hasCustomParams(IAlgo) - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLCustomParameters
hashCode() - Method in class ai.h2o.automl.ModelingStep
hashCode() - Method in class ai.h2o.automl.StepDefinition
hashCode() - Method in class ai.h2o.automl.StepDefinition.Step
HTTP_RESPONSE_CODE() - Method in exception water.exceptions.H2OAutoMLException
huber_alpha - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
huber_alpha - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99
hyperparameterSearch(Model.Parameters, Map<String, Object[]>) - Method in class ai.h2o.automl.ModelingStep.GridStep
hyperparameterSearch(Key<Grid>, Model.Parameters, Map<String, Object[]>) - Method in class ai.h2o.automl.ModelingStep.GridStep

I

IAlgo - Interface in ai.h2o.automl
id - Variable in class water.automl.api.schemas3.StepDefinitionV99.StepV99
ignored_columns - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput
ignored_columns - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99
ignores(AutoML.Constraint) - Method in class ai.h2o.automl.ModelingStep
include_algos - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels
include_algos - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99
info(EventLogEntry.Stage, String) - Method in class ai.h2o.automl.events.EventLog: Add a Info EventLogEntry and log.
initTimeConstraints(Model.Parameters, double) - Method in class ai.h2o.automl.ModelingStep
input_spec - Variable in class ai.h2o.automl.AutoMLBuildSpec
input_spec - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99
instanceId() - Method in class ai.h2o.automl.AutoMLBuildSpec
isCVEnabled() - Method in class ai.h2o.automl.AutoML
isCVEnabled() - Method in class ai.h2o.automl.ModelingStep
isNA() - Method in class ai.h2o.automl.leaderboard.ModelSize
isResumable() - Method in class ai.h2o.automl.ModelingStep.GridStep
isResumable() - Method in class ai.h2o.automl.ModelingStep
iterateSubSteps() - Method in class ai.h2o.automl.ModelingStep.DynamicStep
iterateSubSteps() - Method in class ai.h2o.automl.ModelingStep

J

job() - Method in class ai.h2o.automl.AutoML
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
KeepBestConstantSize(Supplier<ModelSelectionStrategies.LeaderboardHolder>) - Constructor for class ai.h2o.automl.ModelSelectionStrategies.KeepBestConstantSize
KeepBestN(int, Supplier<ModelSelectionStrategies.LeaderboardHolder>) - Constructor for class ai.h2o.automl.ModelSelectionStrategies.KeepBestN
KeepBestNFromSubgroup(int, Predicate<Key<M>>, Supplier<ModelSelectionStrategies.LeaderboardHolder>) - Constructor for class ai.h2o.automl.ModelSelectionStrategies.KeepBestNFromSubgroup
keepRunning() - Method in class ai.h2o.automl.AutoML
keepRunning() - Method in interface ai.h2o.automl.TimedH2ORunnable
keySeparator - Static variable in class ai.h2o.automl.AutoML

L

leader() - Method in class ai.h2o.automl.AutoML
leaderboard() - Method in class ai.h2o.automl.AutoML
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
LeaderboardBasedSelectionStrategy(Supplier<ModelSelectionStrategies.LeaderboardHolder>) - Constructor for class ai.h2o.automl.ModelSelectionStrategies.LeaderboardBasedSelectionStrategy
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
limitModelTrainingTime() - Method in class ai.h2o.automl.ModelingStep
list(int, LeaderboardsV99) - Method in class water.automl.api.LeaderboardsHandler: Return all the Leaderboards.

M

makeKey(String, String, boolean) - Method in class ai.h2o.automl.AutoML
makeKey() - Method in class ai.h2o.automl.AutoMLBuildSpec
makeKey(String, boolean) - Method in class ai.h2o.automl.ModelingStep.DynamicStep
makeKey(String, boolean) - Method in class ai.h2o.automl.ModelingStep.GridStep
makeKey(String, boolean) - Method in class ai.h2o.automl.ModelingStep
makeKey(String, boolean) - Method in class ai.h2o.automl.ModelingStep.SelectionStep
makeSchema() - Method in class ai.h2o.automl.AutoML
makeSchema() - Method in class ai.h2o.automl.Models
makeTmpLeaderboard(String) - Method in class ai.h2o.automl.ModelingStep.SelectionStep
makeWork() - Method in class ai.h2o.automl.ModelingStep: Creates the WorkAllocations.Work instance representing the total work handled by this step.
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
message - Variable in class water.automl.api.schemas3.EventLogEntryV99
ModelGroup - Class in ai.h2o.automl.leaderboard
ModelGroup(Model, ModelingStep) - Constructor for class ai.h2o.automl.leaderboard.ModelGroup
modeling_plan - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels
modeling_plan - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99
modeling_steps - Variable in class water.automl.api.schemas3.AutoMLV99
ModelingStep<M extends hex.Model> - Class in ai.h2o.automl: Parent class defining common properties and common logic for actual AutoML training steps.
ModelingStep(String, IAlgo, String, int, int, AutoML) - Constructor for class ai.h2o.automl.ModelingStep
ModelingStep.DynamicStep<M extends hex.Model> - Class in ai.h2o.automl: Step designed to dynamically choose to train a model or another, a grid or anything else, based on the current automl workflow history.
ModelingStep.DynamicStep.VirtualAlgo - Class in ai.h2o.automl
ModelingStep.GridStep<M extends hex.Model> - Class in ai.h2o.automl: Step designed to build multiple models using a (random) grid search.
ModelingStep.ModelStep<M extends hex.Model> - Class in ai.h2o.automl: Step designed to build a single/default model.
ModelingStep.SeedPolicy - Enum in ai.h2o.automl
ModelingStep.SelectionStep<M extends hex.Model> - Class in ai.h2o.automl: Step designed to train some models (or not) and then deciding to make a selection and add and/or remove models to/from the current leaderboard.
ModelingSteps - Class in ai.h2o.automl
ModelingSteps(AutoML) - Constructor for class ai.h2o.automl.ModelingSteps
ModelingStepsProvider<T extends ModelingSteps> - Interface in ai.h2o.automl: A simple class used by service discovery to register new ModelingSteps implementations.
ModelingStepsRegistry - Class in ai.h2o.automl: The registry responsible for loading all ModelingStepsProvider using service discovery, and providing the list of ModelingStep to execute.
ModelingStepsRegistry() - Constructor for class ai.h2o.automl.ModelingStepsRegistry
ModelParametersProvider<P extends hex.Model.Parameters> - Interface in ai.h2o.automl
ModelProvider - Class in ai.h2o.automl.leaderboard
ModelProvider(Model, ModelingStep) - Constructor for class ai.h2o.automl.leaderboard.ModelProvider
Models<M extends hex.Model> - Class in ai.h2o.automl
Models(Key<Models<M>>, Class<M>) - Constructor for class ai.h2o.automl.Models
Models(Key<Models<M>>, Class<M>, Job) - Constructor for class ai.h2o.automl.Models
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.
ModelSelectionStrategies - Class in ai.h2o.automl
ModelSelectionStrategies() - Constructor for class ai.h2o.automl.ModelSelectionStrategies
ModelSelectionStrategies.KeepBestConstantSize<M extends hex.Model> - Class in ai.h2o.automl
ModelSelectionStrategies.KeepBestN<M extends hex.Model> - Class in ai.h2o.automl
ModelSelectionStrategies.KeepBestNFromSubgroup<M extends hex.Model> - Class in ai.h2o.automl
ModelSelectionStrategies.LeaderboardBasedSelectionStrategy<M extends hex.Model> - Class in ai.h2o.automl
ModelSelectionStrategies.LeaderboardHolder - Interface in ai.h2o.automl
ModelSelectionStrategy<M extends hex.Model> - Interface in ai.h2o.automl
ModelSelectionStrategy.Selection<M extends hex.Model> - Class in ai.h2o.automl
ModelSize - Class in ai.h2o.automl.leaderboard: A cell computing lazily the size of a model.
ModelSize(Key<Model>) - Constructor for class ai.h2o.automl.leaderboard.ModelSize
ModelsKeyV3() - Constructor for class water.automl.api.schemas3.SchemaExtensions.ModelsKeyV3
ModelsKeyV3(Key<Models>) - Constructor for class water.automl.api.schemas3.SchemaExtensions.ModelsKeyV3
ModelStep - Class in ai.h2o.automl.leaderboard
ModelStep(Model, ModelingStep) - Constructor for class ai.h2o.automl.leaderboard.ModelStep
ModelStep(String, IAlgo, String, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.ModelStep
ModelStep(String, IAlgo, String, int, int, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.ModelStep
monotone_constraints - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99

N

name() - Method in interface ai.h2o.automl.IAlgo
name() - Method in class ai.h2o.automl.ModelingStep.DynamicStep.VirtualAlgo
name - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLCustomParameterV99
name - Variable in class water.automl.api.schemas3.EventLogEntryV99
name - Variable in class water.automl.api.schemas3.StepDefinitionV99
newDefaultParameters() - Method in class ai.h2o.automl.modeling.DeepLearningStepsProvider
newDefaultParameters() - Method in class ai.h2o.automl.modeling.DRFStepsProvider
newDefaultParameters() - Method in class ai.h2o.automl.modeling.GBMStepsProvider
newDefaultParameters() - Method in class ai.h2o.automl.modeling.GLMStepsProvider
newDefaultParameters() - Method in class ai.h2o.automl.modeling.StackedEnsembleStepsProvider
newDefaultParameters() - Method in class ai.h2o.automl.modeling.XGBoostStepsProvider
newDefaultParameters() - Method in interface ai.h2o.automl.ModelParametersProvider
newInstance(AutoML) - Method in class ai.h2o.automl.modeling.CompletionStepsProvider
newInstance(AutoML) - Method in class ai.h2o.automl.modeling.DeepLearningStepsProvider
newInstance(AutoML) - Method in class ai.h2o.automl.modeling.DRFStepsProvider
newInstance(AutoML) - Method in class ai.h2o.automl.modeling.GBMStepsProvider
newInstance(AutoML) - Method in class ai.h2o.automl.modeling.GLMStepsProvider
newInstance(AutoML) - Method in class ai.h2o.automl.modeling.StackedEnsembleStepsProvider
newInstance(AutoML) - Method in class ai.h2o.automl.modeling.XGBoostStepsProvider
newInstance(AutoML) - Method in interface ai.h2o.automl.ModelingStepsProvider: Creates an instance of ModelingSteps associated to this provider's name, or returns null to fully skip this provider.
newPreprocessingStep(AutoML) - Method in class ai.h2o.automl.preprocessing.PreprocessingStepDefinition
nextModelCounter(String, String) - Method in class ai.h2o.automl.AutoMLSession
nfolds - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
nfolds - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

O

onDone(Job) - Method in class ai.h2o.automl.ModelingStep

P

prepare() - Method in interface ai.h2o.automl.preprocessing.PreprocessingStep: preprocessing steps are prepared by default before the AutoML session starts training the first model.
prepare() - Method in class ai.h2o.automl.preprocessing.TargetEncoding
prepareModelingSteps() - Method in class ai.h2o.automl.ModelingStep.DynamicStep
prepareModelParameters() - Method in class ai.h2o.automl.ModelingStep.GridStep
prepareModelParameters() - Method in class ai.h2o.automl.ModelingStep.ModelStep
prepareSearchParameters() - Method in class ai.h2o.automl.ModelingStep.GridStep
preprocessing - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels
preprocessing - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99
PreprocessingConfig - Class in ai.h2o.automl.preprocessing
PreprocessingConfig() - Constructor for class ai.h2o.automl.preprocessing.PreprocessingConfig
PreprocessingStep<T> - Interface in ai.h2o.automl.preprocessing
PreprocessingStep.Completer - Interface in ai.h2o.automl.preprocessing
PreprocessingStepDefinition - Class in ai.h2o.automl.preprocessing
PreprocessingStepDefinition() - Constructor for class ai.h2o.automl.preprocessing.PreprocessingStepDefinition
PreprocessingStepDefinition(PreprocessingStepDefinition.Type) - Constructor for class ai.h2o.automl.preprocessing.PreprocessingStepDefinition
PreprocessingStepDefinition.Type - Enum in ai.h2o.automl.preprocessing
PreprocessingStepDefinitionV99 - Class in water.automl.api.schemas3
PreprocessingStepDefinitionV99() - Constructor for class water.automl.api.schemas3.PreprocessingStepDefinitionV99
PreprocessingStepDefinitionV99.TypeProvider - Class in water.automl.api.schemas3
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

Q

quantile_alpha - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
quantile_alpha - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99

R

register(Key) - Method in class ai.h2o.automl.ModelingStep
registerEndPoints(RestApiContext) - Method in class water.automl.RegisterRestApi
registerKeySource(Key, ModelingStep) - Method in class ai.h2o.automl.AutoMLSession
registerProvider(ModelingStepsProvider) - Static method in class ai.h2o.automl.ModelingStepsRegistry
RegisterRestApi - Class in water.automl
RegisterRestApi() - Constructor for class water.automl.RegisterRestApi
remainingModels() - Method in class ai.h2o.automl.AutoML
remove() - Method in interface ai.h2o.automl.preprocessing.PreprocessingStep: Completely remove from the system
remove() - Method in class ai.h2o.automl.preprocessing.TargetEncoding
remove_impl(Futures, boolean) - Method in class ai.h2o.automl.AutoML: Delete the AutoML-related objects, including the grids and models that it built if cascade=true
remove_impl(Futures, boolean) - Method in class ai.h2o.automl.AutoMLSession
remove_impl(Futures, boolean) - Method in class ai.h2o.automl.events.EventLog: Delete object and its dependencies from DKV, including models.
remove_impl(Futures, boolean) - Method in class ai.h2o.automl.Models
response_column - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput
response_column - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99
run() - Method in class ai.h2o.automl.AutoML
run() - Method in interface ai.h2o.automl.H2ORunnable
run() - Method in class ai.h2o.automl.ModelingStep: Execute this modeling step, returning the job associated to it if any.

S

SchemaExtensions - Class in water.automl.api.schemas3
SchemaExtensions() - Constructor for class water.automl.api.schemas3.SchemaExtensions
SchemaExtensions.ModelsKeyV3 - Class in water.automl.api.schemas3
scope - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLCustomParameterV99
ScopeProvider() - Constructor for class water.automl.api.schemas3.AutoMLBuildSpecV99.ScopeProvider
seed() - Method in class ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria
seed - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLStoppingCriteriaV99
select(Key<M>[], Key<M>[]) - Method in class ai.h2o.automl.ModelSelectionStrategies.KeepBestConstantSize
select(Key<M>[], Key<M>[]) - Method in class ai.h2o.automl.ModelSelectionStrategies.KeepBestN
select(Key<M>[], Key<M>[]) - Method in class ai.h2o.automl.ModelSelectionStrategies.KeepBestNFromSubgroup
select(Key<M>[], Key<M>[]) - Method in interface ai.h2o.automl.ModelSelectionStrategy
Selection(Key<M>[], Key<M>[]) - Constructor for class ai.h2o.automl.ModelSelectionStrategy.Selection
SelectionStep(String, IAlgo, String, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.SelectionStep
SelectionStep(String, IAlgo, String, int, int, AutoML) - Constructor for class ai.h2o.automl.ModelingStep.SelectionStep
session() - Method in class ai.h2o.automl.AutoML
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
setClassBalancingParams(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep
setColumnCardinalityThreshold(int) - Method in class ai.h2o.automl.preprocessing.TargetEncoding
setCommonModelBuilderParams(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep: Assign common parameters to the model params before building the model or set of models.
setCrossValidationParams(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep
setCustomParams(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep
setDefaultParams(TargetEncoderModel.TargetEncoderParameters) - Method in class ai.h2o.automl.preprocessing.TargetEncoding
setDistributionParameters(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep
setEncodeAllColumns(boolean) - Method in class ai.h2o.automl.preprocessing.TargetEncoding
setNamedValue(String, V) - Method in class ai.h2o.automl.events.EventLogEntry
setNamedValue(String, V, Format) - Method in class ai.h2o.automl.events.EventLogEntry
setSearchCriteria(HyperSpaceSearchCriteria.RandomDiscreteValueSearchCriteria, Model.Parameters) - Method in class ai.h2o.automl.ModelingStep.GridStep
setSeed(Model.Parameters, Model.Parameters, ModelingStep.SeedPolicy) - Method in class ai.h2o.automl.ModelingStep
setStoppingCriteria(Model.Parameters, Model.Parameters) - Method in class ai.h2o.automl.ModelingStep: Configures early-stopping for the model or set of models to be built.
setValue(Integer) - Method in class ai.h2o.automl.leaderboard.ModelGroup
setValue(String) - Method in class ai.h2o.automl.leaderboard.ModelProvider
setValue(Long) - Method in class ai.h2o.automl.leaderboard.ModelSize
setValue(String) - Method in class ai.h2o.automl.leaderboard.ModelStep
setWeightingParams(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep
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 water.automl.api.schemas3.LeaderboardV99: Sort metrics for the models in this leaderboard, in the same order as the models.
StackedEnsembleSteps(AutoML) - Constructor for class ai.h2o.automl.modeling.StackedEnsembleStepsProvider.StackedEnsembleSteps
StackedEnsembleStepsProvider - Class in ai.h2o.automl.modeling
StackedEnsembleStepsProvider() - Constructor for class ai.h2o.automl.modeling.StackedEnsembleStepsProvider
StackedEnsembleStepsProvider.StackedEnsembleSteps - Class in ai.h2o.automl.modeling
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.
startJob() - Method in class ai.h2o.automl.ModelingStep.DynamicStep
startJob() - Method in class ai.h2o.automl.ModelingStep.GridStep
startJob() - Method in class ai.h2o.automl.ModelingStep.ModelStep
startJob() - Method in class ai.h2o.automl.ModelingStep.SelectionStep
startJob() - Method in class ai.h2o.automl.ModelingStep: Starts a new Job as part of this step.
startModel(Key<M>, MP) - Method in class ai.h2o.automl.ModelingStep
startSearch(Key<Grid>, MP, Map<String, Object[]>, HyperSpaceSearchCriteria) - Method in class ai.h2o.automl.ModelingStep
startTraining(Key<Models>, double) - Method in class ai.h2o.automl.ModelingStep.SelectionStep
Step() - Constructor for class ai.h2o.automl.StepDefinition.Step
Step(String) - Constructor for class ai.h2o.automl.StepDefinition.Step
Step(String, int, int) - Constructor for class ai.h2o.automl.StepDefinition.Step
StepDefinition - Class in ai.h2o.automl: Defines a step or a list of steps to be executed.
StepDefinition() - Constructor for class ai.h2o.automl.StepDefinition
StepDefinition(String) - Constructor for class ai.h2o.automl.StepDefinition
StepDefinition(String, StepDefinition.Alias) - Constructor for class ai.h2o.automl.StepDefinition
StepDefinition(String, String...) - Constructor for class ai.h2o.automl.StepDefinition
StepDefinition(String, StepDefinition.Step...) - Constructor for class ai.h2o.automl.StepDefinition
StepDefinition.Alias - Enum in ai.h2o.automl
StepDefinition.Step - Class in ai.h2o.automl
StepDefinitionV99 - Class in water.automl.api.schemas3
StepDefinitionV99() - Constructor for class water.automl.api.schemas3.StepDefinitionV99
StepDefinitionV99.AliasProvider - Class in water.automl.api.schemas3
StepDefinitionV99.StepV99 - Class in water.automl.api.schemas3
steps - Variable in class water.automl.api.schemas3.StepDefinitionV99
StepV99() - Constructor for class water.automl.api.schemas3.StepDefinitionV99.StepV99
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
submit() - Method in class ai.h2o.automl.AutoML: Creates a job for the current AutoML instance and submits it to the task runner.

T

table - Variable in class water.automl.api.schemas3.EventLogV99
table - Variable in class water.automl.api.schemas3.LeaderboardV99
TargetEncoding - Class in ai.h2o.automl.preprocessing
TargetEncoding(AutoML) - Constructor for class ai.h2o.automl.preprocessing.TargetEncoding
TimedH2ORunnable - Interface in ai.h2o.automl
timeFormat - Static variable in class ai.h2o.automl.events.EventLogEntry
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
toH2OError(String) - Method in exception water.exceptions.H2OAutoMLException
toString() - Method in class ai.h2o.automl.events.EventLog
toString() - Method in class ai.h2o.automl.events.EventLogEntry
toString() - Method in class ai.h2o.automl.StepDefinition.Step
toString() - Method in class ai.h2o.automl.StepDefinition
toString() - Method in class ai.h2o.automl.WorkAllocations
toString() - Method in class ai.h2o.automl.WorkAllocations.Work
toTwoDimTable() - Method in class ai.h2o.automl.events.EventLog
toTwoDimTable(Predicate<EventLogEntry>) - Method in class ai.h2o.automl.events.EventLog
toTwoDimTable(String, Predicate<EventLogEntry>) - Method in class ai.h2o.automl.events.EventLog
trackKeys(Key...) - Method in class ai.h2o.automl.AutoML
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
trainModel(Model.Parameters) - Method in class ai.h2o.automl.ModelingStep.ModelStep
trainModel(Key<M>, Model.Parameters) - Method in class ai.h2o.automl.ModelingStep.ModelStep
tweedie_power - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl
tweedie_power - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildControlV99
type - Variable in class water.automl.api.schemas3.PreprocessingStepDefinitionV99
TypeProvider() - Constructor for class water.automl.api.schemas3.PreprocessingStepDefinitionV99.TypeProvider

U

urlName() - Method in interface ai.h2o.automl.IAlgo

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.AutoMLBuildSpecV99.AutoMLCustomParameterV99
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.AutoML.Constraint: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum ai.h2o.automl.events.EventLogEntry.Stage: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum ai.h2o.automl.ModelingStep.SeedPolicy: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum ai.h2o.automl.preprocessing.PreprocessingStepDefinition.Type: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum ai.h2o.automl.StepDefinition.Alias: Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum ai.h2o.automl.WorkAllocations.JobType: 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.AutoML.Constraint: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum ai.h2o.automl.events.EventLogEntry.Stage: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum ai.h2o.automl.ModelingStep.SeedPolicy: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum ai.h2o.automl.preprocessing.PreprocessingStepDefinition.Type: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum ai.h2o.automl.StepDefinition.Alias: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum ai.h2o.automl.WorkAllocations.JobType: Returns an array containing the constants of this enum type, in the order they are declared.
values() - Method in class water.automl.api.schemas3.AutoMLBuildSpecV99.ScopeProvider
verbosity - Variable in class water.automl.api.schemas3.AutoMLV99
verbosity - Variable in class water.automl.api.schemas3.EventLogV99
VirtualAlgo() - Constructor for class ai.h2o.automl.ModelingStep.DynamicStep.VirtualAlgo

W

warn(EventLogEntry.Stage, String) - Method in class ai.h2o.automl.events.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
water.exceptions - package water.exceptions
weight - Variable in class water.automl.api.schemas3.StepDefinitionV99.StepV99
weights_column - Variable in class ai.h2o.automl.AutoMLBuildSpec.AutoMLInput
weights_column - Variable in class water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLInputV99
WorkAllocations - Class in ai.h2o.automl
WorkAllocations() - Constructor for class ai.h2o.automl.WorkAllocations
WorkAllocations.JobType - Enum in ai.h2o.automl
WorkAllocations.Work - Class in ai.h2o.automl

X

XGBoostSteps - Class in ai.h2o.automl.modeling
XGBoostSteps(AutoML) - Constructor for class ai.h2o.automl.modeling.XGBoostSteps
XGBoostStepsProvider - Class in ai.h2o.automl.modeling: This class is decoupled from the XGBoostSteps implementation to avoid having to load XGBoost classes when the extension is not available.
XGBoostStepsProvider() - Constructor for class ai.h2o.automl.modeling.XGBoostStepsProvider

_

_algo - Variable in class ai.h2o.automl.ModelingStep
_description - Variable in class ai.h2o.automl.ModelingStep
_events - Variable in class ai.h2o.automl.events.EventLog
_id - Variable in class ai.h2o.automl.ModelingStep
_ignoredConstraints - Variable in class ai.h2o.automl.ModelingStep
_jobKey - Variable in class ai.h2o.automl.H2OJob
_priorityGroup - Variable in class ai.h2o.automl.ModelingStep
_provider - Variable in class ai.h2o.automl.ModelingStep
_runner_id - Variable in class ai.h2o.automl.events.EventLog
_target - Variable in class ai.h2o.automl.H2OJob
_weight - Variable in class ai.h2o.automl.ModelingStep
_work - Variable in class ai.h2o.automl.ModelingStep

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