Class

com.salesforce.op.stages.impl.tuning

DataBalancerSummary

Related Doc: package tuning

Permalink

case class DataBalancerSummary(positiveLabels: Long, negativeLabels: Long, desiredFraction: Double, upSamplingFraction: Double, downSamplingFraction: Double) extends SplitterSummary with Product with Serializable

Summary for data balancer run for storage in metadata

positiveLabels

count of positive labels

negativeLabels

count of negative labels

desiredFraction

desired min fraction of smaller label count

upSamplingFraction

up/down sampling for smaller class of label

downSamplingFraction

down sampling for larger class of label

Linear Supertypes
Serializable, Serializable, Product, Equals, SplitterSummary, MetadataLike, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. DataBalancerSummary
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. SplitterSummary
  7. MetadataLike
  8. AnyRef
  9. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new DataBalancerSummary(positiveLabels: Long, negativeLabels: Long, desiredFraction: Double, upSamplingFraction: Double, downSamplingFraction: Double)

    Permalink

    positiveLabels

    count of positive labels

    negativeLabels

    count of negative labels

    desiredFraction

    desired min fraction of smaller label count

    upSamplingFraction

    up/down sampling for smaller class of label

    downSamplingFraction

    down sampling for larger class of label

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. def clone(): AnyRef

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

  6. val desiredFraction: Double

    Permalink

    desired min fraction of smaller label count

  7. val downSamplingFraction: Double

    Permalink

    down sampling for larger class of label

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

    Permalink
    Definition Classes
    AnyRef

  9. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  13. val negativeLabels: Long

    Permalink

    count of negative labels

  14. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  16. val positiveLabels: Long

    Permalink

    count of positive labels

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

    Permalink
    Definition Classes
    AnyRef

  18. def toMetadata(skipUnsupported: Boolean): Metadata

    Permalink

    Converts to Metadata

    Converts to Metadata

    skipUnsupported

    skip unsupported values

    returns

    Metadata metadata

    Definition Classes
    DataBalancerSummary → MetadataLike
    Exceptions thrown

    RuntimeException in case of unsupported value type

  19. def toMetadata(): Metadata

    Permalink

    Converts to Metadata

    Converts to Metadata

    returns

    Metadata metadata

    Definition Classes
    MetadataLike
    Exceptions thrown

    RuntimeException in case of unsupported value type

  20. val upSamplingFraction: Double

    Permalink

    up/down sampling for smaller class of label

  21. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from SplitterSummary

Inherited from MetadataLike

Inherited from AnyRef

Inherited from Any

Ungrouped