ModelMonitoringObjectiveConfig_TrainingDataset class final

Training Dataset information.

Inheritance
  • Object
  • ProtoMessage
  • ModelMonitoringObjectiveConfig_TrainingDataset

Constructors

ModelMonitoringObjectiveConfig_TrainingDataset({String? dataset, GcsSource? gcsSource, BigQuerySource? bigquerySource, String dataFormat = '', String targetField = '', SamplingStrategy? loggingSamplingStrategy})
ModelMonitoringObjectiveConfig_TrainingDataset.fromJson(Object? j)
factory

Properties

bigquerySource → BigQuerySource?
The BigQuery table of the unmanaged Dataset used to train this Model.
final
dataFormat → String
Data format of the dataset, only applicable if the input is from Google Cloud Storage. The possible formats are:
final
dataset → String?
The resource name of the Dataset used to train this Model.
final
gcsSource → GcsSource?
The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
final
hashCode → int
The hash code for this object.
no setterinherited
loggingSamplingStrategy → SamplingStrategy?
Strategy to sample data from Training Dataset. If not set, we process the whole dataset.
final
qualifiedName → String
The fully qualified name of this message, i.e., google.protobuf.Duration or google.rpc.ErrorInfo.
finalinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
targetField → String
The target field name the model is to predict. This field will be excluded when doing Predict and (or) Explain for the training data.
final

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Object
override
toString() → String
A string representation of this object.
override

Operators

operator ==(Object other) → bool
The equality operator.
inherited

Constants

fullyQualifiedName → const String