cc.factorie.app.classify

VectorClassifier

trait VectorClassifier[V <: DiscreteVar, Features <: VectorVar] extends Classifier[V] with MulticlassClassifier[la.Tensor1]

A Classifier in which the "input, observed" object to be classified is a VectorVar (with value Tensor1).

Linear Supertypes
MulticlassClassifier[la.Tensor1], backend.Classifier[la.Tensor1, la.Tensor1], Predictor[la.Tensor1, la.Tensor1], Classifier[V], AnyRef, Any
Known Subclasses
DecisionTreeClassifier, LinearVectorClassifier
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Inherited
  1. VectorClassifier
  2. MulticlassClassifier
  3. Classifier
  4. Predictor
  5. Classifier
  6. AnyRef
  7. Any
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Abstract Value Members

  1. abstract def classification(v: V): Classification[V]

    Definition Classes
    Classifier

  2. abstract def labelToFeatures: (V) ⇒ Features

  3. abstract def predict(input: la.Tensor1): la.Tensor1

    Definition Classes
    Predictor

Concrete 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 accuracy(labels: Iterable[V with LabeledDiscreteVar]): Double

    Definition Classes
    Classifier

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. def asTemplate[Value <: DiscreteValue, T <: LabeledMutableDiscreteVar, F <: variable.Var { type Value = cc.factorie.la.Tensor1 }](l2f: (T) ⇒ F)(implicit ml: Manifest[T], mf: Manifest[F]): ClassifierTemplate[la.Tensor1, Value, T, F]

    Definition Classes
    MulticlassClassifier

  9. def bestLabelIndex(v: V): Int

    Definition Classes
    Classifier

  10. def classification(input: la.Tensor1): MulticlassClassification

    Definition Classes
    MulticlassClassifier → Classifier

  11. def classifications(labels: Iterable[V]): Seq[Classification[V]]

    Definition Classes
    Classifier

  12. def classify(labels: Iterable[V with MutableDiscreteVar]): Seq[Classification[V]]

    Definition Classes
    Classifier

  13. def classify[L2 <: V with MutableDiscreteVar](v: L2): Classification[V]

    Definition Classes
    Classifier

  14. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  17. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  19. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  20. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  22. final def notify(): Unit

    Definition Classes
    AnyRef

  23. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  25. def toString(): String

    Definition Classes
    AnyRef → Any

  26. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from MulticlassClassifier[la.Tensor1]

Inherited from backend.Classifier[la.Tensor1, la.Tensor1]

Inherited from Predictor[la.Tensor1, la.Tensor1]

Inherited from Classifier[V]

Inherited from AnyRef

Inherited from Any

Ungrouped