Class AutoMlTablesInputs.Types.Transformation.Types.TextTransformation

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

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

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

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

TextTransformation()

public TextTransformation()

TextTransformation(AutoMlTablesInputs.Types.Transformation.Types.TextTransformation)

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

Properties

ColumnName

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