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ml.combust.mleap.xgboost.runtime

XGBoostPredictorClassificationModelBase

trait XGBoostPredictorClassificationModelBase extends ProbabilisticClassificationModel

Linear Supertypes
ProbabilisticClassificationModel, ClassificationModel, Model, AnyRef, Any
Known Subclasses
XGBoostPredictorBinaryClassificationModel, XGBoostPredictorMultinomialClassificationModel
Ordering
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  2. By Inheritance
Inherited
  1. XGBoostPredictorClassificationModelBase
  2. ProbabilisticClassificationModel
  3. ClassificationModel
  4. Model
  5. AnyRef
  6. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract val numClasses: Int
    Definition Classes
    ProbabilisticClassificationModel
  2. abstract val numFeatures: Int
    Definition Classes
    ProbabilisticClassificationModel
  3. abstract def predict(data: FVec): Double
  4. abstract def predictProbabilities(data: FVec): Vector
  5. abstract def predictRaw(data: FVec): Vector
  6. abstract def predictor: Predictor
  7. abstract def rawToProbabilityInPlace(raw: Vector): Vector
    Definition Classes
    ProbabilisticClassificationModel
  8. abstract def treeLimit: Int

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def apply(features: Vector): Double
    Definition Classes
    ClassificationModel
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native() @HotSpotIntrinsicCandidate()
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  9. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  10. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  11. def inputSchema: StructType
    Definition Classes
    ProbabilisticClassificationModel → Model
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  15. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  16. def outputSchema: StructType
    Definition Classes
    ProbabilisticClassificationModel → Model
  17. def predict(features: Vector): Double
    Definition Classes
    XGBoostPredictorClassificationModelBase → ProbabilisticClassificationModel → ClassificationModel
  18. def predictLeaf(data: FVec): Seq[Double]
  19. def predictLeaf(features: Vector): Seq[Double]
  20. def predictProbabilities(features: Vector): Vector
    Definition Classes
    XGBoostPredictorClassificationModelBase → ProbabilisticClassificationModel
  21. def predictRaw(features: Vector): Vector
    Definition Classes
    XGBoostPredictorClassificationModelBase → ClassificationModel
  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(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  31. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  32. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] ) @Deprecated
    Deprecated

Inherited from ProbabilisticClassificationModel

Inherited from ClassificationModel

Inherited from Model

Inherited from AnyRef

Inherited from Any

Ungrouped