Class/Object

clustering4ever.scala.clustering.meanshift

GradientAscent

Related Docs: object GradientAscent | package meanshift

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class GradientAscent[ID, O, V <: Seq[Double], Cz[ID, O, V <: Seq[Double], _] <: RealClusterizable[ID, O, V, Cz[ID, O, V, _]], D <: ContinuousDistance[V]] extends DataSetsTypes[ID]

Mean Shift gradient ascent

Linear Supertypes
DataSetsTypes[ID], ClusteringCommons, AnyRef, Any
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Visibility
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Instance Constructors

  1. new GradientAscent(epsilon: Double, maxIterations: Int, metric: D, kernelType: KernelType, kernelArgs: Vector[String])(implicit arg0: Numeric[ID])

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    kernelType

    defines the nature of kernel usud in the gradient ascent

Type Members

  1. type ClusterID = Int

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    Definition Classes
    ClusteringCommons

  2. type ID = ID

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    Definition Classes
    DataSetsTypes

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 gradientAscent(readyToGA: GenSeq[Cz[ID, O, V, _]]): GenSeq[Cz[ID, O, V, _]]

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  11. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  14. final def notify(): Unit

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    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  17. def toString(): String

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  18. final def wait(): Unit

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    AnyRef
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    @throws( ... )

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

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    Definition Classes
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    @throws( ... )

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

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    Definition Classes
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Inherited from DataSetsTypes[ID]

Inherited from ClusteringCommons

Inherited from AnyRef

Inherited from Any

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