Class GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigTrainingDataset

Training Dataset information.

Inheritance

object

GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigTrainingDataset

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigTrainingDataset : IDirectResponseSchema

Properties

BigquerySource

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

Declaration

[JsonProperty("bigquerySource")]
public virtual GoogleCloudAiplatformV1beta1BigQuerySource BigquerySource { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1BigQuerySource

DataFormat

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. "jsonl" The source file is a JSONL file.

Declaration

[JsonProperty("dataFormat")]
public virtual string DataFormat { get; set; }

Property Value

Type	Description
string

Dataset

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

Declaration

[JsonProperty("dataset")]
public virtual string Dataset { get; set; }

Property Value

Type	Description
string

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

GcsSource

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

Declaration

[JsonProperty("gcsSource")]
public virtual GoogleCloudAiplatformV1beta1GcsSource GcsSource { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1GcsSource

LoggingSamplingStrategy

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

Declaration

[JsonProperty("loggingSamplingStrategy")]
public virtual GoogleCloudAiplatformV1beta1SamplingStrategy LoggingSamplingStrategy { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1SamplingStrategy

TargetField

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

Declaration

[JsonProperty("targetField")]
public virtual string TargetField { get; set; }

Property Value

Type	Description
string

Implements

IDirectResponseSchema