Class ModelMonitoringObjectiveConfig.Types.TrainingDataset (1.8.0)

public sealed class TrainingDataset : IMessage<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IEquatable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IDeepCloneable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IBufferMessage, IMessage

Training Dataset information.

Inheritance

Object > ModelMonitoringObjectiveConfig.Types.TrainingDataset

Implements

IMessage<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IEquatable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IDeepCloneable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

TrainingDataset()

public TrainingDataset()

TrainingDataset(ModelMonitoringObjectiveConfig.Types.TrainingDataset)

public TrainingDataset(ModelMonitoringObjectiveConfig.Types.TrainingDataset other)

Parameter
Name	Description
`other`	`ModelMonitoringObjectiveConfig.Types.TrainingDataset`

Properties

BigquerySource

public BigQuerySource BigquerySource { get; set; }

The BigQuery table of the unmanaged Dataset used to train this Model.

Property Value
Type	Description
`BigQuerySource`

DataFormat

public string DataFormat { get; set; }

Data format of the dataset, only applicable if the input is from Google Cloud Storage. The possible formats are:

"tf-record" The source file is a TFRecord file.

"csv" The source file is a CSV file.

Property Value
Type	Description
`String`

Dataset

public string Dataset { get; set; }

The resource name of the Dataset used to train this Model.

Property Value
Type	Description
`String`

DataSourceCase

public ModelMonitoringObjectiveConfig.Types.TrainingDataset.DataSourceOneofCase DataSourceCase { get; }

Property Value
Type	Description
`ModelMonitoringObjectiveConfig.Types.TrainingDataset.DataSourceOneofCase`

GcsSource

public GcsSource GcsSource { get; set; }

The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.

Property Value
Type	Description
`GcsSource`

LoggingSamplingStrategy

public SamplingStrategy LoggingSamplingStrategy { get; set; }

Strategy to sample data from Training Dataset. If not set, we process the whole dataset.

Property Value
Type	Description
`SamplingStrategy`

TargetField

public string TargetField { get; set; }

The target field name the model is to predict. This field will be excluded when doing Predict and (or) Explain for the training data.

Property Value
Type	Description
`String`