Cloud AI Platform v1 API - Class FractionSplit (3.11.0)

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public sealed class FractionSplit : IMessage<FractionSplit>, IEquatable<FractionSplit>, IDeepCloneable<FractionSplit>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class FractionSplit.

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 > FractionSplit

Implements

IMessageFractionSplit, IEquatableFractionSplit, IDeepCloneableFractionSplit, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FractionSplit()

public FractionSplit()

FractionSplit(FractionSplit)

public FractionSplit(FractionSplit other)

Parameter
Name	Description
other	FractionSplit

Properties

TestFraction

public double TestFraction { get; set; }

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

Property Value
Type	Description
double

TrainingFraction

public double TrainingFraction { get; set; }

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

Property Value
Type	Description
double

ValidationFraction

public double ValidationFraction { get; set; }

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

Property Value
Type	Description
double