Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlTablesInputsTransformationCategoricalTransformation

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

Training pipeline will perform following transformation functions. * The categorical string as is--no change to case, punctuation, spelling, tense, and so on. * Convert the category name to a dictionary lookup index and generate an embedding for each index. * Categories that appear less than 5 times in the training dataset are treated as the "unknown" category. The "unknown" category gets its own special lookup index and resulting embedding.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlTablesInputsTransformationCategoricalTransformation

Returns a new instance of GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutoMlTablesInputsTransformationCategoricalTransformation.



25980
25981
25982
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25980

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

Instance Attribute Details

#column_name ⇒ String

Corresponds to the JSON property columnName

Returns:

  • (String) 


25978
25979
25980
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25978

def column_name
  @column_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



25985
25986
25987
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 25985

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