nak.liblinear

LiblinearClassifier

class LiblinearClassifier extends LinearModelAdaptor

A wrapper to Liblinear that conforms to the LinearModel interface.

Linear Supertypes
LinearModelAdaptor, StringIndexedClassifier, IndexedClassifier[String, String], FeatureMap[String], LabelMap[String], Classifier, (Array[(Int, Double)]) ⇒ Array[Double], LinearModel, AnyRef, Any
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Inherited
  1. LiblinearClassifier
  2. LinearModelAdaptor
  3. StringIndexedClassifier
  4. IndexedClassifier
  5. FeatureMap
  6. LabelMap
  7. Classifier
  8. Function1
  9. LinearModel
  10. AnyRef
  11. Any
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Visibility
  1. Public
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Instance Constructors

  1. new LiblinearClassifier(model: Model, lmap: Map[String, Int], fmap: Map[String, Int])

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  6. def andThen[A](g: (Array[Double]) ⇒ A): (Array[(Int, Double)]) ⇒ A

    Definition Classes
    Function1
    Annotations
    @unspecialized()

  7. def apply(context: Array[(Int, Double)]): Array[Double]

    Definition Classes
    LiblinearClassifier → Function1

  8. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  9. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws()

  10. def compose[A](g: (A) ⇒ Array[(Int, Double)]): (A) ⇒ Array[Double]

    Definition Classes
    Function1
    Annotations
    @unspecialized()

  11. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  13. def eval(context: Array[String]): Array[Double]

    Definition Classes
    LinearModelAdaptor → LinearModel

  14. def eval(context: Array[String], values: Array[Float]): Array[Double]

    Definition Classes
    LinearModelAdaptor → LinearModel

  15. def eval(observations: Array[(String, Double)]): Array[Double]

    Definition Classes
    LinearModelAdaptor

  16. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws()

  17. val fmap: Map[String, Int]

  18. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  19. def getIndex(outcome: String): Int

    Definition Classes
    LinearModelAdaptor → LinearModel

  20. val getModelType: ModelType

    Definition Classes
    LiblinearClassifier → LinearModel

  21. def getNumOutcomes(): Int

    Definition Classes
    LinearModelAdaptor → LinearModel

  22. def getOutcome(i: Int): String

    Definition Classes
    LinearModelAdaptor → LinearModel

  23. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  24. def indexOfFeature(feature: String): Option[Int]

    Definition Classes
    LiblinearClassifier → FeatureMap

  25. def indexOfLabel(label: String): Int

    Definition Classes
    LiblinearClassifier → LabelMap

  26. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  27. def labelOfIndex(index: Int): String

    Definition Classes
    LiblinearClassifier → LabelMap

  28. val labels: Array[String]

  29. val lmap: Map[String, Int]

  30. val model: Model

  31. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  32. final def notify(): Unit

    Definition Classes
    AnyRef

  33. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  34. val numLabels: Int

    Definition Classes
    LiblinearClassifier → LabelMap

  35. def predict(context: Array[Feature]): Array[Double]

  36. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef

  37. def toString(): String

    Definition Classes
    Function1 → AnyRef → Any

  38. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws()

  39. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws()

  40. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws()

Inherited from LinearModelAdaptor

Inherited from StringIndexedClassifier

Inherited from IndexedClassifier[String, String]

Inherited from FeatureMap[String]

Inherited from LabelMap[String]

Inherited from Classifier

Inherited from (Array[(Int, Double)]) ⇒ Array[Double]

Inherited from LinearModel

Inherited from AnyRef

Inherited from Any

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