Class GoogleCloudAiplatformV1FractionSplit

Assigns the input data to training, validation, and test sets as per the given fractions. Any of training_fraction, validation_fraction and test_fraction may optionally be provided, they must sum to up to 1. If the provided ones sum to less than 1, the remainder is assigned to sets as decided by Vertex AI. If none of the fractions are set, by default roughly 80% of data is used for training, 10% for validation, and 10% for test.

Inheritance

object

GoogleCloudAiplatformV1FractionSplit

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.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1FractionSplit : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

TestFraction

The fraction of the input data that is to be used to evaluate the Model.

Declaration

[JsonProperty("testFraction")]
public virtual double? TestFraction { get; set; }

Property Value

Type	Description
double?

TrainingFraction

The fraction of the input data that is to be used to train the Model.

Declaration

[JsonProperty("trainingFraction")]
public virtual double? TrainingFraction { get; set; }

Property Value

Type	Description
double?

ValidationFraction

The fraction of the input data that is to be used to validate the Model.

Declaration

[JsonProperty("validationFraction")]
public virtual double? ValidationFraction { get; set; }

Property Value

Type	Description
double?

Implements

IDirectResponseSchema