Class

com.tencent.angel.ml.clustering.kmeans

KMeansPredictTask

Related Doc: package kmeans

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class KMeansPredictTask extends PredictTask[LongWritable, Text]

Predict task of k-means model, first pull centers from PS, second predict the value of local dataset

Linear Supertypes
PredictTask[LongWritable, Text], BaseTask[LongWritable, Text, LabeledData], BaseTaskInterface[LongWritable, Text, LabeledData], AnyRef, Any
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Inherited
  1. KMeansPredictTask
  2. PredictTask
  3. BaseTask
  4. BaseTaskInterface
  5. AnyRef
  6. Any
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Visibility
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Instance Constructors

  1. new KMeansPredictTask(ctx: TaskContext)

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    ctx

    : context of current task

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. val ctx: TaskContext

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    : context of current task

  7. val dataParser: DataParser

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    Definition Classes
    PredictTask

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

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    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  13. val indexRange: Long

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    Definition Classes
    PredictTask

  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  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 parse(key: LongWritable, value: Text): LabeledData

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    Definition Classes
    KMeansPredictTask → BaseTask → BaseTaskInterface

  19. def preProcess(arg0: TaskContext): Unit

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    Definition Classes
    BaseTask → BaseTaskInterface

  20. def predict(taskContext: TaskContext): Unit

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    Definition Classes
    KMeansPredictTask → PredictTask

  21. final def predict(taskContext: TaskContext, model: MLModel, dataBlock: DataBlock[LabeledData]): Unit

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    Attributes
    protected
    Definition Classes
    PredictTask
    Annotations
    @throws( classOf[IOException] )

  22. final def run(taskContext: TaskContext): Unit

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    Definition Classes
    PredictTask → BaseTask → BaseTaskInterface
    Annotations
    @throws( classOf[AngelException] )

  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
    AnyRef → Any

  25. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from PredictTask[LongWritable, Text]

Inherited from BaseTask[LongWritable, Text, LabeledData]

Inherited from BaseTaskInterface[LongWritable, Text, LabeledData]

Inherited from AnyRef

Inherited from Any

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