Class

com.salesforce.op.evaluators

MultiClassificationMetrics

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case class MultiClassificationMetrics(Precision: Double, Recall: Double, F1: Double, Error: Double, ThresholdMetrics: MulticlassThresholdMetrics, TopKMetrics: MultiClassificationMetricsTopK, ConfusionMatrixMetrics: MulticlassConfMatrixMetricsByThreshold, MisClassificationMetrics: MisClassificationMetrics) extends EvaluationMetrics with Product with Serializable

Metrics of MultiClassification Problem

Linear Supertypes
Product, Equals, EvaluationMetrics, JsonLike, Serializable, Serializable, AnyRef, Any
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Inherited
  1. MultiClassificationMetrics
  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 MultiClassificationMetrics(Precision: Double, Recall: Double, F1: Double, Error: Double, ThresholdMetrics: MulticlassThresholdMetrics, TopKMetrics: MultiClassificationMetricsTopK, ConfusionMatrixMetrics: MulticlassConfMatrixMetricsByThreshold, MisClassificationMetrics: MisClassificationMetrics)

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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 ConfusionMatrixMetrics: MulticlassConfMatrixMetricsByThreshold

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  5. val Error: Double

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  6. val F1: Double

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  7. val MisClassificationMetrics: MisClassificationMetrics

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  8. val Precision: Double

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  9. val Recall: Double

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  10. val ThresholdMetrics: MulticlassThresholdMetrics

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  11. val TopKMetrics: MultiClassificationMetricsTopK

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  12. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  13. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  15. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  17. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  19. final def notify(): Unit

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    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  22. def toJson(pretty: Boolean = true): String

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    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

  23. 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

  24. 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

  25. def toString(): String

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    This instance json string

    This instance json string

    returns

    json string of the instance

    Definition Classes
    JsonLike → AnyRef → Any

  26. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  28. 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