com.intel.analytics.bigdl.optim

PrecisionRecallAUC

class PrecisionRecallAUC[T] extends ValidationMethod[T]

Precision Recall Area Under Curve will compute the precision-recall pairs and get the area under the curve.

Note: It will gather all output probabilities and targets to driver and will compute the precision, recall and the auc every calling of result()

T

class tag for tensor numeric

Linear Supertypes
ValidationMethod[T], Serializable, Serializable, AnyRef, Any
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Instance Constructors

  1. new PrecisionRecallAUC()(implicit arg0: ClassTag[T], ev: TensorNumeric[T])

    ev

    tensor numeric environments

Value Members

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

    Definition Classes
    AnyRef

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

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  3. final def ##(): Int

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    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

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

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  6. def apply(output: Activity, target: Activity): ValidationResult

    Definition Classes
    PrecisionRecallAUC → ValidationMethod

  7. final def asInstanceOf[T0]: T0

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  8. def clone(): ValidationMethod[T]

    Definition Classes
    ValidationMethod → AnyRef

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

    Definition Classes
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  10. def equals(arg0: Any): Boolean

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    AnyRef → Any

  11. def finalize(): Unit

    Attributes
    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

  12. def format(): String

    Attributes
    protected
    Definition Classes
    PrecisionRecallAUC → ValidationMethod

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

    Definition Classes
    AnyRef → Any

  14. def hashCode(): Int

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    AnyRef → Any

  15. final def isInstanceOf[T0]: Boolean

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

    Definition Classes
    AnyRef

  17. final def notify(): Unit

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  18. final def notifyAll(): Unit

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

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  20. def toString(): String

    Definition Classes
    ValidationMethod → AnyRef → Any

  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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Inherited from ValidationMethod[T]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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