ModelMonitoringObjectiveConfig_TrainingDataset class final
Training Dataset information.
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.Durationorgoogle.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 -
toString(
) → String -
A string representation of this object.
override
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited
Constants
- fullyQualifiedName → const String