Trait/Object

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KnnClassifier

Related Docs: object KnnClassifier | package ml

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trait KnnClassifier extends ClassificationModule

Linear Supertypes
ClassificationModule, ItemNumVecModule, AnyRef, Any
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Inherited
  1. KnnClassifier
  2. ClassificationModule
  3. ItemNumVecModule
  4. AnyRef
  5. Any
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Type Members

  1. type Classifier = (Item) ⇒ Label

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    Definition Classes
    ClassificationModule

  2. final type Conf = (NeighborhoodSize, Distance)

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    Definition Classes
    KnnClassifier → ClassificationModule

  3. type Distance = (V[N], V[N]) ⇒ N

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  4. abstract type Item

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    Definition Classes
    ItemNumVecModule

  5. abstract type Label

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    Definition Classes
    ClassificationModule

  6. abstract type N

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    Definition Classes
    ItemNumVecModule

  7. final type NeighborhoodSize = Int

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  8. abstract type V[_]

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    Definition Classes
    ItemNumVecModule

  9. type Vectorizer = AnyRef { ... /* 2 definitions in type refinement */ }

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    Definition Classes
    ClassificationModule

Abstract Value Members

  1. implicit abstract val ctI: ClassTag[Item]

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    Definition Classes
    ItemNumVecModule

  2. implicit abstract val ctN: ClassTag[N]

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    Definition Classes
    ItemNumVecModule

  3. implicit abstract val ctVn: ClassTag[V[N]]

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    Definition Classes
    ItemNumVecModule

  4. abstract val emptyLabel: Label

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    Definition Classes
    ClassificationModule

  5. implicit abstract val labelHash: Hashable[Label]

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  6. abstract val vops: Type[N, V]

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    Definition Classes
    ItemNumVecModule

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  10. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  12. implicit final lazy val nFrac: Fractional[N]

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    Definition Classes
    ItemNumVecModule

  13. implicit final lazy val nSr: Semiring[N]

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    Definition Classes
    ItemNumVecModule

  14. implicit final lazy val nZero: Zero[N]

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    Definition Classes
    ItemNumVecModule

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

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    Definition Classes
    AnyRef

  16. final def notify(): Unit

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    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  19. def toString(): String

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    Definition Classes
    AnyRef → Any

  20. def train[D[_]](c: (NeighborhoodSize, Distance), toVec: Vectorizer)(data: D[(Item, Label)])(implicit arg0: Data[D]): Classifier

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    Definition Classes
    KnnClassifier → ClassificationModule

  21. final def train[D[_]](c: Conf, mkVectorizer: (D[(Item, Label)]) ⇒ Vectorizer)(data: D[(Item, Label)])(implicit arg0: Data[D]): Classifier

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    Definition Classes
    ClassificationModule

  22. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ClassificationModule

Inherited from ItemNumVecModule

Inherited from AnyRef

Inherited from Any

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