Class

com.salesforce.op.evaluators

BinaryClassificationBinMetrics

Related Doc: package evaluators

Permalink

case class BinaryClassificationBinMetrics(BrierScore: Double, binCenters: Seq[Double], numberOfDataPoints: Seq[Long], averageScore: Seq[Double], averageConversionRate: Seq[Double]) extends EvaluationMetrics with Product with Serializable

Metrics of BinaryClassificationBinMetrics

BrierScore

brier score for overall dataset

binCenters

center of each bin

numberOfDataPoints

total number of data points in each bin

averageScore

average score in each bin

averageConversionRate

average conversion rate in each bin

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

Instance Constructors

  1. new BinaryClassificationBinMetrics(BrierScore: Double, binCenters: Seq[Double], numberOfDataPoints: Seq[Long], averageScore: Seq[Double], averageConversionRate: Seq[Double])

    Permalink

    BrierScore

    brier score for overall dataset

    binCenters

    center of each bin

    numberOfDataPoints

    total number of data points in each bin

    averageScore

    average score in each bin

    averageConversionRate

    average conversion rate in each bin

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. val BrierScore: Double

    Permalink

    brier score for overall dataset

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  6. val averageConversionRate: Seq[Double]

    Permalink

    average conversion rate in each bin

  7. val averageScore: Seq[Double]

    Permalink

    average score in each bin

  8. val binCenters: Seq[Double]

    Permalink

    center of each bin

  9. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  10. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  11. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  12. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  13. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  14. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  15. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  16. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  17. val numberOfDataPoints: Seq[Long]

    Permalink

    total number of data points in each bin

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

    Permalink
    Definition Classes
    AnyRef
  19. def toJson(pretty: Boolean = true): String

    Permalink

    Write this instance to json string

    Write this instance to json string

    pretty

    should pretty print

    returns

    json string of the instance

    Definition Classes
    JsonLike
  20. def toMap: Map[String, Any]

    Permalink

    Convert metrics class to a map

    Convert metrics class to a map

    returns

    a map from metric name to metric value

    Definition Classes
    EvaluationMetrics
  21. def toMetadata: Metadata

    Permalink

    Convert metrics into metadata for saving

    Convert metrics into metadata for saving

    returns

    metadata

    Definition Classes
    EvaluationMetrics
  22. def toString(): String

    Permalink

    This instance json string

    This instance json string

    returns

    json string of the instance

    Definition Classes
    JsonLike → AnyRef → Any
  23. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long): Unit

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

Inherited from Product

Inherited from Equals

Inherited from EvaluationMetrics

Inherited from JsonLike

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped