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.
Implements
IMessage<AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation>, IEquatable<AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation>, IDeepCloneable<AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1.Schema.TrainingJob.DefinitionAssembly
Google.Cloud.AIPlatform.V1.dll
Constructors
CategoricalArrayTransformation()
public CategoricalArrayTransformation()
CategoricalArrayTransformation(AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation)
public CategoricalArrayTransformation(AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation other)
Parameter | |
---|---|
Name | Description |
other | AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation |
Properties
ColumnName
public string ColumnName { get; set; }
Property Value | |
---|---|
Type | Description |
String |