Class/Object

au.csiro.variantspark.algo

DecisionTreeModel

Related Docs: object DecisionTreeModel | package algo

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class DecisionTreeModel[V] extends PredictiveModelWithImportance[V] with Logging with Serializable

Annotations
@SerialVersionUID()
Linear Supertypes
Serializable, Serializable, Logging, PredictiveModelWithImportance[V], PredictiveModel[V], AnyRef, Any
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  2. By Inheritance
Inherited
  1. DecisionTreeModel
  2. Serializable
  3. Serializable
  4. Logging
  5. PredictiveModelWithImportance
  6. PredictiveModel
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new DecisionTreeModel(rootNode: DecisionTreeNode)(implicit canSplit: CanSplit[V])

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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  10. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  11. def impurity: List[Double]

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  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  13. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  14. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  15. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  16. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  17. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  18. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  19. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  20. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  21. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  22. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  23. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  24. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  25. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  27. final def notify(): Unit

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    Definition Classes
    AnyRef

  28. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  29. def predict(data: RDD[V])(implicit ct: ClassTag[V]): Array[Int]

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    Definition Classes
    PredictiveModel

  30. def predictIndexed(indexedData: RDD[(V, Long)])(implicit ct: ClassTag[V]): Array[Int]

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    Definition Classes
    DecisionTreeModel → PredictiveModel

  31. def printout(): Unit

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    Definition Classes
    DecisionTreeModel → PredictiveModel

  32. def printoutByLevel(): Unit

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  33. val rootNode: DecisionTreeNode

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  34. def splitVariableIndexes: Set[Long]

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

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    Definition Classes
    AnyRef

  36. def thresholds: List[Double]

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  37. def toString(): String

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    Definition Classes
    AnyRef → Any

  38. def variableImportance(): Map[Long, Double]

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    Definition Classes
    PredictiveModelWithImportance

  39. def variableImportanceAsFastMap: Long2DoubleOpenHashMap

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    Definition Classes
    DecisionTreeModel → PredictiveModelWithImportance

  40. def variables: List[Long]

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  41. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from PredictiveModelWithImportance[V]

Inherited from PredictiveModel[V]

Inherited from AnyRef

Inherited from Any

Ungrouped