Cloud AI Platform v1 API - Class AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation (2.5.0)

Version 2.5.0

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

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

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.

Inheritance

Object > AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation

Implements

IMessage<AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation>, IEquatable<AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation>, IDeepCloneable<AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

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

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

CategoricalTransformation()

public CategoricalTransformation()

CategoricalTransformation(AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation)

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

Parameter
Name	Description
other	AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation

Properties

ColumnName

public string ColumnName { get; set; }

Property Value
Type	Description
String