Interface protos.google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.IAutoMlForecastingInputs (1.7.2)

Properties of an AutoMlForecastingInputs.

Package

@google-cloud/aiplatform!

Properties

availableAtForecastColumns

availableAtForecastColumns?: (string[]|null);

AutoMlForecastingInputs availableAtForecastColumns

Property Value
TypeDescription
(string[]|null)

contextWindow

contextWindow?: (number|Long|string|null);

AutoMlForecastingInputs contextWindow

Property Value
TypeDescription
(number|Long|string|null)

dataGranularity

dataGranularity?: (google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.IGranularity|null);

AutoMlForecastingInputs dataGranularity

Property Value
TypeDescription
(google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.IGranularity|null)

exportEvaluatedDataItemsConfig

exportEvaluatedDataItemsConfig?: (google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.IExportEvaluatedDataItemsConfig|null);

AutoMlForecastingInputs exportEvaluatedDataItemsConfig

Property Value
TypeDescription
(google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.IExportEvaluatedDataItemsConfig|null)

forecastHorizon

forecastHorizon?: (number|Long|string|null);

AutoMlForecastingInputs forecastHorizon

Property Value
TypeDescription
(number|Long|string|null)

optimizationObjective

optimizationObjective?: (string|null);

AutoMlForecastingInputs optimizationObjective

Property Value
TypeDescription
(string|null)

quantiles

quantiles?: (number[]|null);

AutoMlForecastingInputs quantiles

Property Value
TypeDescription
(number[]|null)

targetColumn

targetColumn?: (string|null);

AutoMlForecastingInputs targetColumn

Property Value
TypeDescription
(string|null)

timeColumn

timeColumn?: (string|null);

AutoMlForecastingInputs timeColumn

Property Value
TypeDescription
(string|null)

timeSeriesAttributeColumns

timeSeriesAttributeColumns?: (string[]|null);

AutoMlForecastingInputs timeSeriesAttributeColumns

Property Value
TypeDescription
(string[]|null)

timeSeriesIdentifierColumn

timeSeriesIdentifierColumn?: (string|null);

AutoMlForecastingInputs timeSeriesIdentifierColumn

Property Value
TypeDescription
(string|null)

trainBudgetMilliNodeHours

trainBudgetMilliNodeHours?: (number|Long|string|null);

AutoMlForecastingInputs trainBudgetMilliNodeHours

Property Value
TypeDescription
(number|Long|string|null)

transformations

transformations?: (google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.ITransformation[]|null);

AutoMlForecastingInputs transformations

Property Value
TypeDescription
(google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.ITransformation[]|null)

unavailableAtForecastColumns

unavailableAtForecastColumns?: (string[]|null);

AutoMlForecastingInputs unavailableAtForecastColumns

Property Value
TypeDescription
(string[]|null)

validationOptions

validationOptions?: (string|null);

AutoMlForecastingInputs validationOptions

Property Value
TypeDescription
(string|null)

weightColumn

weightColumn?: (string|null);

AutoMlForecastingInputs weightColumn

Property Value
TypeDescription
(string|null)