Vertex AI v1beta1 API - Class AutoMlForecastingInputs.Types.Transformation.Types.CategoricalTransformation (1.0.0-beta66) 

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

Reference documentation and code samples for the Vertex AI v1beta1 API class AutoMlForecastingInputs.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 > AutoMlForecastingInputs.Types.Transformation.Types.CategoricalTransformation

Namespace

Google.Cloud.AIPlatform.V1Beta1.Schema.TrainingJob.Definition

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

CategoricalTransformation()

public CategoricalTransformation()

CategoricalTransformation(CategoricalTransformation)

public CategoricalTransformation(AutoMlForecastingInputs.Types.Transformation.Types.CategoricalTransformation other)
Parameter
Name Description
other AutoMlForecastingInputsTypesTransformationTypesCategoricalTransformation

Properties

ColumnName

public string ColumnName { get; set; }
Property Value
Type Description
string