Class AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation

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

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

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
NameDescription
otherAutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation

Properties

ColumnName

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