Class AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation

public sealed class CategoricalArrayTransformation : IMessage<AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation>, IEquatable<AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation>, IDeepCloneable<AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation>, IBufferMessage, IMessage

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.

Inheritance

Object > AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation

Namespace

Google.Cloud.AIPlatform.V1.Schema.TrainingJob.Definition

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

CategoricalArrayTransformation()

public CategoricalArrayTransformation()

CategoricalArrayTransformation(AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation)

public CategoricalArrayTransformation(AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation other)
Parameter
NameDescription
otherAutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation

Properties

ColumnName

public string ColumnName { get; set; }
Property Value
TypeDescription
String