Class/Object

org.apache.spark.mllib.evaluation

ExtendedBinaryClassificationMetrics

Related Docs: object ExtendedBinaryClassificationMetrics | package evaluation

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class ExtendedBinaryClassificationMetrics extends BinaryClassificationMetrics

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BinaryClassificationMetrics, Logging, AnyRef, Any
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  1. ExtendedBinaryClassificationMetrics
  2. BinaryClassificationMetrics
  3. Logging
  4. AnyRef
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Instance Constructors

  1. new ExtendedBinaryClassificationMetrics(scoreAndLabels: RDD[(Double, Double)], numBins: Int)

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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. def areaUnderPR(): Double

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  5. def areaUnderROC(): Double

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. def clone(): AnyRef

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

  8. def confusionMatrixByThreshold(): RDD[(Double, BinaryConfusionMatrix)]

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

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    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  11. def fMeasureByThreshold(): RDD[(Double, Double)]

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  12. def fMeasureByThreshold(beta: Double): RDD[(Double, Double)]

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  13. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  15. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  16. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  17. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  19. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  20. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  21. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  22. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  23. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  24. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  25. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  26. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  27. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  28. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  29. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  30. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  31. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  33. final def notify(): Unit

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    Definition Classes
    AnyRef

  34. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  35. val numBins: Int

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    Definition Classes
    ExtendedBinaryClassificationMetrics → BinaryClassificationMetrics

  36. def pr(): RDD[(Double, Double)]

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  37. def precisionByThreshold(): RDD[(Double, Double)]

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  38. def recallByThreshold(): RDD[(Double, Double)]

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  39. def roc(): RDD[(Double, Double)]

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  40. val scoreAndLabels: RDD[(Double, Double)]

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    Definition Classes
    ExtendedBinaryClassificationMetrics → BinaryClassificationMetrics

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

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    Definition Classes
    AnyRef

  42. def thresholds(): RDD[Double]

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  43. def toString(): String

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    Definition Classes
    AnyRef → Any

  44. def unpersist(): Unit

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    Definition Classes
    BinaryClassificationMetrics
    Annotations
    @Since( "1.0.0" )

  45. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from BinaryClassificationMetrics

Inherited from Logging

Inherited from AnyRef

Inherited from Any

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