Class: Google::Cloud::AIPlatform::V1::FractionSplit

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/training_pipeline.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 Attribute Details

#test_fraction ⇒ ::Float

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

Returns:

  • (::Float) —

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



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# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 310

class FractionSplit
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#training_fraction ⇒ ::Float

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

Returns:

  • (::Float) —

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



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# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 310

class FractionSplit
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#validation_fraction ⇒ ::Float

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

Returns:

  • (::Float) —

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



310
311
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313
 
# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 310

class FractionSplit
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end