ActiveLearningNode

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 addOnWeight(): Double

7. var addonWeight: Double

8. final def asInstanceOf[T0]: T0

   Definition Classes

   Any

9. var blockAddonWeight: Double

10. val blockClassDistribution: Array[Double]

    Definition Classes

    Node

11. def blockWeight(): Double

12. def classVotes(ht: HoeffdingTreeModel, example: Example): Array[Double]

    Return the class distribution

    Return the class distribution

    returns

    an Array containing the class distribution

    Definition Classes

    Node

13. def clone(): AnyRef

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

14. var dep: Int

    Definition Classes

    Node

15. def depth(): Int

    Returns depth of current node in the tree

    Returns depth of current node in the tree

    returns

    the depth

    Definition Classes

    Node

16. def description(): String

    Returns the node description

    Returns the node description

    returns

    String containing the description

    Definition Classes

    Node

17. def disableFeature(fIndex: Int): Unit

    Disable a feature at a given index

    Disable a feature at a given index

    fIndex

    the index of the feature

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

    Definition Classes

    AnyRef

19. def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

20. var featureObservers: Array[FeatureClassObserver]

21. def filterToLeaf(example: Example, parent: SplitNode, index: Int): FoundNode

    Filter the data to the related leaf node

    Filter the data to the related leaf node

    example

    the input example

    parent

    the parent of current node

    index

    the index of current node in the parent children

    returns

    FoundNode containing the leaf node

    Definition Classes

    LearningNode → Node

22. def finalize(): Unit

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

23. def getBestSplitSuggestions(splitCriterion: SplitCriterion, ht: HoeffdingTreeModel): Array[FeatureSplit]

    Returns Split suggestions for all features.

    Returns Split suggestions for all features.

    splitCriterion

    the SplitCriterion used

    ht

    a Hoeffding tree model

    returns

    an array of FeatureSplit

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

    Definition Classes

    AnyRef → Any

25. def hashCode(): Int

    Definition Classes

    AnyRef → Any

26. def height(): Int

    Returns height of the tree

    Returns height of the tree

    returns

    the height

    Definition Classes

    Node

27. def init(): Unit

    init featureObservers array

28. var instanceSpecification: InstanceSpecification

29. def isActive(): Boolean

    Returns whether a node is active.

    Returns whether a node is active.

    Definition Classes

    ActiveLearningNode → LearningNode

30. final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

31. def isLeaf(): Boolean

    Checks whether a node is a leaf

    Checks whether a node is a leaf

    returns

    true if a node is a leaf, false otherwise

    Definition Classes

    Node

32. def isPure(): Boolean

    Returns whether a node is pure, which means it only has examples belonging to a single class.

33. def learn(ht: HoeffdingTreeModel, example: Example): Unit

    Learn and update the node

    Learn and update the node

    ht

    a Hoeffding tree model

    example

    the input example

    Definition Classes

    ActiveLearningNode → LearningNode

34. def merge(that: Node, trySplit: Boolean): Node

    Merge two nodes

    Merge two nodes

    trySplit

    flag indicating whether the node will be split

    returns

    new node

    Definition Classes

    ActiveLearningNode → Node

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

    Definition Classes

    AnyRef

36. final def notify(): Unit

    Definition Classes

    AnyRef

37. final def notifyAll(): Unit

    Definition Classes

    AnyRef

38. def numChildren(): Int

    Returns number of children

    Returns number of children

    returns

    number of children

    Definition Classes

    Node

39. def setDepth(depth: Int): Unit

    Set the depth of current node

    Set the depth of current node

    depth

    the new depth

    Definition Classes

    Node

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

    Definition Classes

    AnyRef

41. def toString(): String

    Definition Classes

    ActiveLearningNode → AnyRef → Any

42. final def wait(): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

45. def weight(): Double