c

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
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. PrecisionRecallAUC
  2. ValidationMethod
  3. Serializable
  4. Serializable
  5. AnyRef
  6. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

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

    ev

    tensor numeric environments

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def apply(output: Activity, target: Activity): ValidationResult
    Definition Classes
    PrecisionRecallAUC → ValidationMethod
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): ValidationMethod[T]
    Definition Classes
    ValidationMethod → AnyRef
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  9. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  10. def format(): String
    Attributes
    protected
    Definition Classes
    PrecisionRecallAUC → ValidationMethod
  11. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  12. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  13. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  14. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  16. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  17. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  18. def toString(): String
    Definition Classes
    ValidationMethod → AnyRef → Any
  19. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  20. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  21. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )

Inherited from ValidationMethod[T]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped