Class

com.intel.analytics.bigdl.optim

HitRatio

Related Doc: package optim

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class HitRatio[T] extends ValidationMethod[T]

Hit Ratio(HR). HR intuitively measures whether the test item is present on the top-k list.

Linear Supertypes
ValidationMethod[T], Serializable, Serializable, AnyRef, Any
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Inherited
  1. HitRatio
  2. ValidationMethod
  3. Serializable
  4. Serializable
  5. AnyRef
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Visibility
  1. Public
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Instance Constructors

  1. new HitRatio(k: Int = 10, negNum: Int = 100)(implicit arg0: ClassTag[T], ev: TensorNumeric[T])

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    k

    top k.

    negNum

    number of negative items.

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 apply(output: Activity, target: Activity): ValidationResult

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    Output and target should belong to the same user.

    Output and target should belong to the same user. And have (negNum + 1) elements. Target should have only one positive label, means one element is 1, others are all 0. A couple of output and target will be count as one record.

    Definition Classes
    HitRatio → ValidationMethod

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def clone(): ValidationMethod[T]

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    Definition Classes
    ValidationMethod → AnyRef

  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 format(): String

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    Definition Classes
    HitRatio → ValidationMethod

  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. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  18. def toString(): String

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    Definition Classes
    ValidationMethod → AnyRef → Any

  19. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ValidationMethod[T]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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