Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExportFractionSplit

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb
more...

Overview

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.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ExportFractionSplit

Returns a new instance of GoogleCloudAiplatformV1ExportFractionSplit.

[View source]

7779
7780
7781
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7779

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#test_fractionFloat

The fraction of the input data that is to be used to evaluate the Model. Corresponds to the JSON property testFraction

Returns:

  • (Float)

7767
7768
7769
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7767

def test_fraction
  @test_fraction
end

#training_fractionFloat

The fraction of the input data that is to be used to train the Model. Corresponds to the JSON property trainingFraction

Returns:

  • (Float)

7772
7773
7774
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7772

def training_fraction
  @training_fraction
end

#validation_fractionFloat

The fraction of the input data that is to be used to validate the Model. Corresponds to the JSON property validationFraction

Returns:

  • (Float)

7777
7778
7779
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7777

def validation_fraction
  @validation_fraction
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

[View source]

7784
7785
7786
7787
7788
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7784

def update!(**args)
  @test_fraction = args[:test_fraction] if args.key?(:test_fraction)
  @training_fraction = args[:training_fraction] if args.key?(:training_fraction)
  @validation_fraction = args[:validation_fraction] if args.key?(:validation_fraction)
end