Class/Object

org.apache.spark.mllib.clustering

PowerIterationClusteringModel

Related Docs: object PowerIterationClusteringModel | package clustering

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class PowerIterationClusteringModel extends Saveable with Serializable

Model produced by PowerIterationClustering.

Annotations
@Since( "1.3.0" )
Source
PowerIterationClustering.scala
Linear Supertypes
Serializable, Serializable, Saveable, AnyRef, Any
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Inherited
  1. PowerIterationClusteringModel
  2. Serializable
  3. Serializable
  4. Saveable
  5. AnyRef
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Visibility
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Instance Constructors

  1. new PowerIterationClusteringModel(k: Int, assignments: RDD[Assignment])

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    k

    number of clusters

    assignments

    an RDD of clustering PowerIterationClustering#Assignments

    Annotations
    @Since( "1.3.0" )

Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    AnyRef → Any
  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. val assignments: RDD[Assignment]

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    an RDD of clustering PowerIterationClustering#Assignments

    an RDD of clustering PowerIterationClustering#Assignments

    Annotations
    @Since( "1.3.0" )
  6. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  7. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    AnyRef → Any
  9. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  10. def formatVersion: String

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    Current version of model save/load format.

    Current version of model save/load format.

    Attributes
    protected
    Definition Classes
    PowerIterationClusteringModelSaveable
  11. final def getClass(): Class[_]

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    Definition Classes
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  12. def hashCode(): Int

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    Definition Classes
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  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
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  14. val k: Int

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    number of clusters

    number of clusters

    Annotations
    @Since( "1.3.0" )
  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. def save(sc: SparkContext, path: String): Unit

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    Save this model to the given path.

    Save this model to the given path.

    This saves:

    • human-readable (JSON) model metadata to path/metadata/
    • Parquet formatted data to path/data/

    The model may be loaded using Loader.load.

    sc

    Spark context used to save model data.

    path

    Path specifying the directory in which to save this model. If the directory already exists, this method throws an exception.

    Definition Classes
    PowerIterationClusteringModelSaveable
    Annotations
    @Since( "1.4.0" )
  19. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
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  20. def toString(): String

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    Definition Classes
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  21. final def wait(): Unit

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    @throws( ... )
  22. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  23. final def wait(arg0: Long): Unit

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    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Saveable

Inherited from AnyRef

Inherited from Any

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