Cloud AI Platform v1 API - Class AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation (2.27.0)

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

Reference documentation and code samples for the Cloud AI Platform v1 API class AutoMlTablesInputs.Types.Transformation.Types.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.

Inheritance

object > AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation

Implements

IMessageAutoMlTablesInputsTypesTransformationTypesCategoricalArrayTransformation, IEquatableAutoMlTablesInputsTypesTransformationTypesCategoricalArrayTransformation, IDeepCloneableAutoMlTablesInputsTypesTransformationTypesCategoricalArrayTransformation, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

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

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

CategoricalArrayTransformation()

public CategoricalArrayTransformation()

CategoricalArrayTransformation(CategoricalArrayTransformation)

public CategoricalArrayTransformation(AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation other)

Parameter
Name	Description
other	AutoMlTablesInputsTypesTransformationTypesCategoricalArrayTransformation

Properties

ColumnName

public string ColumnName { get; set; }

Property Value
Type	Description
string