ml.combust.mleap.core.classification

DecisionTreeClassifierModel

case class DecisionTreeClassifierModel(rootNode: Node, numFeatures: Int, numClasses: Int) extends MultinomialClassificationModel with DecisionTree with Serializable with Product

Class for decision tree classification models.

rootNode

root decision tree node

numFeatures

number of features used in prediction

numClasses

number of predictable classes

Linear Supertypes
Product, Equals, DecisionTree, Serializable, Serializable, MultinomialClassificationModel, ClassificationModel, AnyRef, Any
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Inherited
  1. DecisionTreeClassifierModel
  2. Product
  3. Equals
  4. DecisionTree
  5. Serializable
  6. Serializable
  7. MultinomialClassificationModel
  8. ClassificationModel
  9. AnyRef
  10. Any
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Instance Constructors

  1. new DecisionTreeClassifierModel(rootNode: Node, numFeatures: Int, numClasses: Int)

    rootNode

    root decision tree node

    numFeatures

    number of features used in prediction

    numClasses

    number of predictable classes

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

    Alias for ml.combust.mleap.core.classification.ClassificationModel#predict.

    features

    feature vector

    returns

    prediction

    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 finalize(): Unit

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

    Definition Classes
    AnyRef → Any
  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
  15. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  16. val numClasses: Int

    number of predictable classes

    number of predictable classes

    Definition Classes
    DecisionTreeClassifierModelMultinomialClassificationModel
  17. val numFeatures: Int

    number of features used in prediction

  18. def predict(features: Vector): Double

    Predict class based on feature vector.

    Predict class based on feature vector.

    features

    feature vector

    returns

    predicted class or probability

    Definition Classes
    MultinomialClassificationModelClassificationModel
  19. def predictProbabilities(features: Vector): Vector

  20. def predictRaw(features: Vector): Vector

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

  22. def probabilityToPrediction(probability: Vector): Double

  23. def rawToPrediction(raw: Vector): Double

  24. def rawToProbability(raw: Vector): Vector

  25. def rawToProbabilityInPlace(raw: Vector): Vector

  26. val rootNode: Node

    root decision tree node

    root decision tree node

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

    Definition Classes
    AnyRef
  28. def thresholds: Option[Array[Double]]

  29. final def wait(): Unit

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

    Definition Classes
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    @throws( ... )
  31. final def wait(arg0: Long): Unit

    Definition Classes
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    Annotations
    @throws( ... )

Inherited from Product

Inherited from Equals

Inherited from DecisionTree

Inherited from Serializable

Inherited from Serializable

Inherited from ClassificationModel

Inherited from AnyRef

Inherited from Any

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