Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::Schema::TrainingJob::Definition::AutoMlTablesInputs::Transformation::CategoricalArrayTransformation (v1.40.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::Schema::TrainingJob::Definition::AutoMlTablesInputs::Transformation::CategoricalArrayTransformation.

Treats the column as categorical array and performs following transformation functions.

  • For each element in the array, convert the category name to a dictionary lookup index and generate an embedding for each index. Combine the embedding of all elements into a single embedding using the mean.
  • Empty arrays treated as an embedding of zeroes.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#column_name

def column_name() -> ::String
Returns
  • (::String)

#column_name=

def column_name=(value) -> ::String
Parameter
  • value (::String)
Returns
  • (::String)