ml.combust.mleap.xgboost

XGBoostClassificationModelBase

trait XGBoostClassificationModelBase extends ProbabilisticClassificationModel

Linear Supertypes
ProbabilisticClassificationModel, ClassificationModel, Model, AnyRef, Any
Known Subclasses
XGBoostBinaryClassificationModel, XGBoostMultinomialClassificationModel
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Inherited
  1. XGBoostClassificationModelBase
  2. ProbabilisticClassificationModel
  3. ClassificationModel
  4. Model
  5. AnyRef
  6. Any
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Abstract Value Members

  1. abstract val booster: Option[Array[Byte]]

  2. abstract val numClasses: Int

    Definition Classes
    ProbabilisticClassificationModel

  3. abstract val numFeatures: Int

    Definition Classes
    ProbabilisticClassificationModel

  4. abstract val outputMargin: Boolean

  5. abstract def predictRaw(features: Vector): Vector

    Definition Classes
    ProbabilisticClassificationModel

  6. abstract val predictor: Predictor

  7. abstract def rawToProbabilityInPlace(raw: Vector): Vector

    Definition Classes
    ProbabilisticClassificationModel

Concrete Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. def apply(features: Vector): Double

    Definition Classes
    ClassificationModel

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  11. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  13. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  14. def inputSchema: StructType

    Definition Classes
    ProbabilisticClassificationModel → Model

  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  17. final def notify(): Unit

    Definition Classes
    AnyRef

  18. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  19. def outputSchema: StructType

    Definition Classes
    ProbabilisticClassificationModel → Model

  20. def predict(features: Vector): Double

    Definition Classes
    ProbabilisticClassificationModel → ClassificationModel

  21. def predictProbabilities(features: Vector): Vector

    Definition Classes
    ProbabilisticClassificationModel

  22. def predictWithProbability(features: Vector): (Double, Double)

    Definition Classes
    ProbabilisticClassificationModel

  23. def probabilityToPrediction(probability: Vector): Double

    Definition Classes
    ProbabilisticClassificationModel

  24. def probabilityToPredictionIndex(probability: Vector): Int

    Definition Classes
    ProbabilisticClassificationModel

  25. def rawToPrediction(raw: Vector): Double

    Definition Classes
    ProbabilisticClassificationModel

  26. def rawToProbability(raw: Vector): Vector

    Definition Classes
    ProbabilisticClassificationModel

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

    Definition Classes
    AnyRef

  28. def thresholds: Option[Array[Double]]

    Definition Classes
    ProbabilisticClassificationModel

  29. def toString(): String

    Definition Classes
    AnyRef → Any

  30. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from ProbabilisticClassificationModel

Inherited from ClassificationModel

Inherited from Model

Inherited from AnyRef

Inherited from Any

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