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

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.



7839
7840
7841
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7839

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

Instance Attribute Details

#test_fraction ⇒ Float

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

Returns:

  • (Float) 


7827
7828
7829
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7827

def test_fraction
  @test_fraction
end

#training_fraction ⇒ Float

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

Returns:

  • (Float) 


7832
7833
7834
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7832

def training_fraction
  @training_fraction
end

#validation_fraction ⇒ Float

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

Returns:

  • (Float) 


7837
7838
7839
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7837

def validation_fraction
  @validation_fraction
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



7844
7845
7846
7847
7848
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 7844

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