Class

com.salesforce.op.evaluators

BinaryClassificationMetrics

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case class BinaryClassificationMetrics(Precision: Double, Recall: Double, F1: Double, AuROC: Double, AuPR: Double, Error: Double, TP: Double, TN: Double, FP: Double, FN: Double, thresholds: Seq[Double], precisionByThreshold: Seq[Double], recallByThreshold: Seq[Double], falsePositiveRateByThreshold: Seq[Double]) extends EvaluationMetrics with Product with Serializable

Metrics of Binary Classification Problem

Linear Supertypes
Product, Equals, EvaluationMetrics, JsonLike, Serializable, Serializable, AnyRef, Any
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Inherited
  1. BinaryClassificationMetrics
  2. Product
  3. Equals
  4. EvaluationMetrics
  5. JsonLike
  6. Serializable
  7. Serializable
  8. AnyRef
  9. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new BinaryClassificationMetrics(Precision: Double, Recall: Double, F1: Double, AuROC: Double, AuPR: Double, Error: Double, TP: Double, TN: Double, FP: Double, FN: Double, thresholds: Seq[Double], precisionByThreshold: Seq[Double], recallByThreshold: Seq[Double], falsePositiveRateByThreshold: Seq[Double])

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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. val AuPR: Double

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  5. val AuROC: Double

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  6. val Error: Double

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  7. val F1: Double

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  8. val FN: Double

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  9. val FP: Double

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  10. val Precision: Double

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  11. val Recall: Double

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  12. val TN: Double

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  13. val TP: Double

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  14. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  15. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  17. val falsePositiveRateByThreshold: Seq[Double]

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  18. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  20. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  22. final def notify(): Unit

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    Definition Classes
    AnyRef

  23. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  24. def prCurve: Seq[(Double, Double)]

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  25. val precisionByThreshold: Seq[Double]

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  26. val recallByThreshold: Seq[Double]

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  27. def rocCurve: Seq[(Double, Double)]

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

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    Definition Classes
    AnyRef

  29. val thresholds: Seq[Double]

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  30. def toJson(pretty: Boolean): String

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    Definition Classes
    JsonLike

  31. def toMap: Map[String, Any]

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    Convert metrics class to a map

    Convert metrics class to a map

    returns

    a map from metric name to metric value

    Definition Classes
    EvaluationMetrics

  32. def toMetadata(skipUnsupported: Boolean = false): Metadata

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    Convert metrics into Metadata for saving

    Convert metrics into Metadata for saving

    skipUnsupported

    skip unsupported values

    returns

    Metadata metadata

    Definition Classes
    EvaluationMetrics
    Exceptions thrown

    RuntimeException in case of unsupported value type

  33. def toString(): String

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    Definition Classes
    JsonLike → AnyRef → Any

  34. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    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