Trait/Object

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Kmeans

Related Docs: object Kmeans | package ml

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trait Kmeans extends ClusteringModule

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  1. Kmeans
  2. ClusteringModule
  3. ItemNumVecModule
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Type Members

  1. case class Center(id: String, mean: ClusteringModule.V[ClusteringModule.N]) extends Product with Serializable

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    Definition Classes
    ClusteringModule
  2. type Distance = (V[N], V[N]) ⇒ N

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    Definition Classes
    ClusteringModule
  3. abstract type Item

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    Definition Classes
    ItemNumVecModule
  4. abstract type N

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    Definition Classes
    ItemNumVecModule
  5. abstract type V[_]

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    Definition Classes
    ItemNumVecModule
  6. type Vectorizer = AnyRef { ... /* 2 definitions in type refinement */ }

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    Definition Classes
    ClusteringModule

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 mkRandomNumGen: () ⇒ RandoMut[N]

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    Creates a pseudo-random number generator for the type N.

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

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    Definition Classes
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  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  5. final def assign[D[_]](centers: Seq[Center], distance: Distance)(data: D[V[N]])(implicit arg0: Data[D]): D[String]

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    Definition Classes
    ClusteringModule
  6. final def assign[D[_]](centers: Seq[Center], distance: Distance, vectorizer: Vectorizer)(data: D[Item])(implicit arg0: Data[D]): D[String]

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    Definition Classes
    ClusteringModule
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. final def cluster[D[_]](conf: ClusteringConf, dist: Distance, toVec: Vectorizer)(data: D[Item])(implicit arg0: Data[D]): Seq[Center]

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    Definition Classes
    KmeansClusteringModule
  9. final def cluster[D[_]](conf: ClusteringConf, dist: Distance, mkVectorizer: (D[Item]) ⇒ Vectorizer)(data: D[Item])(implicit arg0: Data[D]): Seq[Center]

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    Definition Classes
    ClusteringModule
  10. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean

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    Definition Classes
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  12. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  13. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  14. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  15. final def initialize(nClusters: Int, nDimensions: Int): Seq[Center]

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  16. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  17. implicit final lazy val nFrac: Fractional[N]

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    Definition Classes
    ItemNumVecModule
  18. implicit final lazy val nSr: Semiring[N]

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    Definition Classes
    ItemNumVecModule
  19. implicit final lazy val nZero: Zero[N]

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    Definition Classes
    ItemNumVecModule
  20. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  21. final def notify(): Unit

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    Definition Classes
    AnyRef
  22. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  23. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  24. def toString(): String

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    Definition Classes
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  25. def updateCenters[D[_]](dist: Distance, toVec: Vectorizer, centers: Seq[Center], data: D[V[N]])(implicit arg0: Data[D]): Seq[Center]

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  26. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  28. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ClusteringModule

Inherited from ItemNumVecModule

Inherited from AnyRef

Inherited from Any

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