feature

Type Members

1. case class Binarizer(uid: String = Transformer.uniqueName("binarizer"), inputCol: String, outputCol: String, model: BinarizerModel) extends FeatureTransformer with Product with Serializable

   

   Created by fshabbir on 12/1/16.

2. case class BucketedRandomProjectionLSH(uid: String, inputCol: String, outputCol: String, model: BucketedRandomProjectionLSHModel) extends FeatureTransformer with Product with Serializable

   

   Created by hollinwilkins on 12/28/16.

3. case class Bucketizer(uid: String = ..., inputCol: String, outputCol: String, model: BucketizerModel) extends FeatureTransformer with Product with Serializable

   

   Created by mikhail on 9/19/16.

4. case class ChiSqSelector(uid: String = ..., featuresCol: String, outputCol: String, model: ChiSqSelectorModel) extends Transformer with Product with Serializable

   

   Created by hollinwilkins on 12/27/16.

5. case class Coalesce(uid: String = Transformer.uniqueName("coalesce"), inputCols: Array[String], outputCol: String, model: CoalesceModel) extends Transformer with Product with Serializable

   

   Created by hollinwilkins on 1/5/17.

6. case class CountVectorizer(uid: String = ..., inputCol: String, outputCol: String, model: CountVectorizerModel) extends FeatureTransformer with Product with Serializable

   

   Created by hollinwilkins on 12/28/16.

7. case class DCT(uid: String = Transformer.uniqueName("dct"), inputCol: String, outputCol: String, model: DCTModel) extends FeatureTransformer with Product with Serializable

   

   Created by hollinwilkins on 12/28/16.

8. case class ElementwiseProduct(uid: String = ..., inputCol: String, outputCol: String, model: ElementwiseProductModel) extends FeatureTransformer with Product with Serializable

   

   Created by mikhail on 9/23/16.

9. case class HashingTermFrequency(uid: String = ..., inputCol: String, outputCol: String, model: HashingTermFrequencyModel) extends FeatureTransformer with Product with Serializable

   

   Created by hwilkins on 12/30/15.

10. case class IDF(uid: String = Transformer.uniqueName("idf"), inputCol: String, outputCol: String, model: IDFModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 12/28/16.

11. case class Imputer(uid: String = Transformer.uniqueName("imputer"), inputCol: String, outputCol: String, model: ImputerModel) extends FeatureTransformer with Product with Serializable

    

    Created by mikhail on 12/18/16.

12. case class MathBinary(uid: String = ..., inputA: Option[String] = None, inputB: Option[String] = None, outputCol: String, model: MathBinaryModel) extends Transformer with Product with Serializable

    

    Created by hollinwilkins on 12/27/16.

13. case class MathUnary(uid: String = ..., inputCol: String, outputCol: String, model: MathUnaryModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 12/27/16.

14. case class MaxAbsScaler(uid: String = ..., inputCol: String, outputCol: String, model: MaxAbsScalerModel) extends FeatureTransformer with Product with Serializable

    

    Created by mikhail on 9/18/16.

15. case class MinHashLSH(uid: String, inputCol: String, outputCol: String, model: MinHashLSHModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 12/28/16.

16. case class MinMaxScaler(uid: String = ..., inputCol: String, outputCol: String, model: MinMaxScalerModel) extends FeatureTransformer with Product with Serializable

    

    Created by mikhail on 9/18/16.

17. case class MultinomialLabeler(uid: String = ..., featuresCol: String, probabilitiesCol: String, labelsCol: String, model: MultinomialLabelerModel) extends Transformer with Product with Serializable

    

    Created by hollinwilkins on 1/18/17.

18. case class NGram(uid: String = Transformer.uniqueName("ngram"), inputCol: String, outputCol: String, model: NGramModel) extends FeatureTransformer with Product with Serializable

    

    Created by mikhail on 10/16/16.

19. case class Normalizer(uid: String = ..., inputCol: String, outputCol: String, model: NormalizerModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 9/24/16.

20. case class OneHotEncoder(uid: String = ..., inputCol: String, outputCol: String, model: OneHotEncoderModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 5/10/16.

21. case class Pca(uid: String = Transformer.uniqueName("pca"), inputCol: String, outputCol: String, model: PcaModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 10/12/16.

22. case class PolynomialExpansion(uid: String = ..., inputCol: String, outputCol: String, model: PolynomialExpansionModel) extends FeatureTransformer with Product with Serializable

    

    Created by mikhail on 10/16/16.

23. case class RegexTokenizer(uid: String = ..., inputCol: String, outputCol: String, model: RegexTokenizerModel) extends FeatureTransformer with Product with Serializable

    

24. case class ReverseStringIndexer(uid: String = ..., inputCol: String, outputCol: String, model: ReverseStringIndexerModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 3/30/16.

25. case class StandardScaler(uid: String = ..., inputCol: String, outputCol: String, model: StandardScalerModel) extends FeatureTransformer with Product with Serializable

    

    Created by hwilkins on 10/23/15.

26. case class StopWordsRemover(uid: String = ..., inputCol: String, outputCol: String, model: StopWordsRemoverModel) extends FeatureTransformer with Product with Serializable

    

    Created by mikhail on 10/16/16.

27. case class StringIndexer(uid: String = ..., inputCol: String, outputCol: String, model: StringIndexerModel) extends FeatureTransformer with Product with Serializable

    

    Created by hwilkins on 10/22/15.

28. case class StringMap(uid: String = ..., inputCol: String, outputCol: String, model: StringMapModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 1/5/17.

29. case class Tokenizer(uid: String = Transformer.uniqueName("tokenizer"), inputCol: String, outputCol: String) extends FeatureTransformer with Product with Serializable

    

    Created by hwilkins on 12/30/15.

30. case class VectorAssembler(uid: String = ..., inputCols: Array[String], outputCol: String) extends Transformer with Product with Serializable

    

    Created by hwilkins on 10/23/15.

31. case class VectorIndexer(uid: String, inputCol: String, outputCol: String, model: VectorIndexerModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 12/28/16.

32. case class VectorSlicer(uid: String, inputCol: String, outputCol: String, model: VectorSlicerModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 12/28/16.

33. case class WordLengthFilter(uid: String = ..., inputCol: String, outputCol: String, model: WordLengthFilterModel) extends FeatureTransformer with Product with Serializable

    

    Created by mageswarand on 14/2/17.

34. case class WordToVector(uid: String = ..., inputCol: String, outputCol: String, model: WordToVectorModel) extends FeatureTransformer with Product with Serializable

    

    Created by hollinwilkins on 12/28/16.