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.



13107
13108
13109
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13107

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) 


13095
13096
13097
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13095

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) 


13100
13101
13102
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13100

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) 


13105
13106
13107
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13105

def validation_fraction
  @validation_fraction
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



13112
13113
13114
13115
13116
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13112

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