data

Type Members

1. trait DataMatrix extends AnyRef

   A DataMatrix stores a double-valued label along with the double-valued features that go with it.

2. class Document[W] extends Observation[Map[String, Seq[W]]]

   Represents a Document of Words.

3. trait Example[+L, +T] extends Observation[T] with Labeled[L] with Serializable

   Represents a single example from a collection of data.

4. trait Labeled[+L] extends AnyRef

   Something that has a label.

5. class LabeledDocument[L, W] extends Document[W] with Example[L, Map[String, Seq[W]]]

6. class LabeledText[L] extends Text with Example[L, String]

   A text with a label.

7. trait Multilabeled[L] extends Labeled[Set[L]]

   For any class that has one or more labels.

8. trait MultilabeledExample[L, +T] extends Example[Set[L], T] with Multilabeled[L]

   Represents a single example from a collection of data.

9. trait Observation[+T] extends Serializable

   Represents a single unlabeled example from a collection of data.

10. trait SparseFeatureDataset[Output] extends AnyRef

    Dataset of the form [featureIndex:featureValue*] [featureIndex:featureValue*]

11. case class Text(id: String, contents: String) extends Observation[String] with Product with Serializable

    Represents a sequence of text.