Cloud AI Platform v1 API - Class AutoMlTablesInputs.Types.Transformation.Types.TextTransformation (2.12.0) 

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

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

Training pipeline will perform following transformation functions.

  • The text as is--no change to case, punctuation, spelling, tense, and so on.
  • Tokenize text to words. Convert each words 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.
  • Tokenization is based on unicode script boundaries.
  • Missing values get their own lookup index and resulting embedding.
  • Stop-words receive no special treatment and are not removed.

Inheritance

object > AutoMlTablesInputs.Types.Transformation.Types.TextTransformation

Namespace

GoogleCloudGoogle.Cloud.AIPlatformV1Google.Cloud.AIPlatform.V1.SchemaGoogle.Cloud.AIPlatform.V1.Schema.TrainingJobDefinition

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

TextTransformation()

public TextTransformation()

TextTransformation(TextTransformation)

public TextTransformation(AutoMlTablesInputs.Types.Transformation.Types.TextTransformation other)
Parameter
NameDescription
otherAutoMlTablesInputsTypesTransformationTypesTextTransformation

Properties

ColumnName

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