HoeffdingTreeModel

Value Members

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

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

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3. final def ##(): Int

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

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

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6. def activeLearningNode(inactiveNode: InactiveLearningNode, parent: SplitNode, pIndex: Int): Unit

7. var activeNodeCount: Int

8. def addSplitNode(splitNode: SplitNode, parent: SplitNode, pIndex: Int): Unit

9. final def asInstanceOf[T0]: T0

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10. def attemptToSplit(learnNode: LearningNode, parent: SplitNode, pIndex: Int): Unit

11. var baseNumExamples: Int

12. val binaryOnly: Boolean

13. var blockNumExamples: Int

14. def clone(): AnyRef

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15. def computeHeoffdingBound(activeNode: ActiveLearningNode): Double

16. def createLearningNode(nodeType: Int, that: LearningNode): LearningNode

17. def createLearningNode(nodeType: Int, numClasses: Int): LearningNode

18. def createLearningNode(nodeType: Int, classDistribution: Array[Double]): LearningNode

19. def deactiveLearningNode(activeNode: ActiveLearningNode, parent: SplitNode, pIndex: Int): Unit

20. var deactiveNodeCount: Int

21. var decisionNodeCount: Int

22. def desableFeatures(activeNode: ActiveLearningNode, bestSuggestions: Array[FeatureSplit], hoeffdingBound: Double): Unit

23. def description(): String

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

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25. def equals(arg0: Any): Boolean

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26. val espec: ExampleSpecification

27. def finalize(): Unit

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

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29. val graceNum: Int

30. var growthAllowed: Boolean

31. def hashCode(): Int

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32. var inactiveNodeCount: Int

33. def init(): Unit

34. final def isInstanceOf[T0]: Boolean

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35. def isTraceEnabled(): Boolean

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36. var lastExample: Example

37. val learningNodeType: Int

38. def log: Logger

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

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40. def logDebug(msg: ⇒ String): Unit

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

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42. def logError(msg: ⇒ String): Unit

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

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44. def logInfo(msg: ⇒ String): Unit

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45. def logName: String

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

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47. def logTrace(msg: ⇒ String): Unit

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

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

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50. def merge(that: HoeffdingTreeModel, trySplit: Boolean): HoeffdingTreeModel

    merge with another model's FeatureObservers and root, and try to split

51. val nbThreshold: Int

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

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53. val noPrePrune: Boolean

54. final def notify(): Unit

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55. final def notifyAll(): Unit

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56. val numClasses: Int

57. val numFeatures: Int

58. val numericObserverType: Int

59. val outputSpec: FeatureSpecification

60. def predict(example: Example): Double

61. val removePoorFeatures: Boolean

62. var root: Node

63. def shouldSplit(activeNode: ActiveLearningNode, bestSuggestions: Array[FeatureSplit]): Boolean

    check whether split the activeNode or not according to Heoffding bound and merit

    check whether split the activeNode or not according to Heoffding bound and merit

    activeNode

    the node which may be splitted

    bestSuggestions

    array of FeatureSplit

    returns

    Boolean

64. val splitAll: Boolean

65. val splitConfedence: Double

66. val splitCriterion: SplitCriterion

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

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68. val tieThreshold: Double

69. def toString(): String

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70. def treeHeight(): Int

71. def update(example: Example): HoeffdingTreeModel

    Update the model, depending on the Instance given for training.

    Update the model, depending on the Instance given for training.

    returns

    the updated Model

    Definition Classes

    HoeffdingTreeModel → Model

72. final def wait(): Unit

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

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

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