GoogleCloudAiplatformV1FractionSplit class

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.

Constructors

GoogleCloudAiplatformV1FractionSplit({Input<double>? testFraction, Input<double>? trainingFraction, Input<double>? validationFraction})

Creates a new GoogleCloudAiplatformV1FractionSplit. testFraction The fraction of the input data that is to be used to evaluate the Model. trainingFraction The fraction of the input data that is to be used to train the Model. validationFraction The fraction of the input data that is to be used to validate the Model.

const

GoogleCloudAiplatformV1FractionSplit.fromMap(Map<String, dynamic> map)

factory

Properties

hashCode → int

The hash code for this object.

no setter, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

testFraction → Input<double>?

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

final

trainingFraction → Input<double>?

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

final

validationFraction → Input<double>?

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

final

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toMap() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited