CARTDecisionTreeTrainer

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. def +=(left: BucketStats, right: BucketStats): Unit

   Definition Classes

   TensorSumStatsAndLabels → DTreeBucketStats

5. def -=(left: BucketStats, right: BucketStats): Unit

   Definition Classes

   TensorSumStatsAndLabels → DTreeBucketStats

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

   Definition Classes

   AnyRef

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

   Definition Classes

   Any

8. def accumulate(stats: BucketStats, inst: Instance): Unit

   Definition Classes

   TensorSumStatsAndLabels → DTreeBucketStats

9. final def asInstanceOf[T0]: T0

   Definition Classes

   Any

10. def clone(): AnyRef

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    Definition Classes

    AnyRef

12. def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

13. def evaluateSplittingCriteria(baseGini: Double, withFeature: MutableBucketStats, withoutFeature: MutableBucketStats): Double

    Definition Classes

    GiniSplitting

14. def evaluateSplittingCriteria(instances: Seq[Instance], possibleFeatureThresholds: HashMap[Int, Array[Double]]): HashMap[Int, Array[Double]]

    Definition Classes

    DecisionTreeTrainer

15. def finalize(): Unit

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

16. def getBucketPrediction(labels: Seq[Instance]): Label

    Definition Classes

    DecisionTreeTrainer

17. def getBucketState(instances: Iterable[Instance]): Double

    Definition Classes

    GiniSplitting

18. def getBucketStats(labels: Iterable[Instance]): BucketStats

    Definition Classes

    TensorSumStatsAndLabels → DTreeBucketStats

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

    Definition Classes

    AnyRef → Any

20. def getEmptyBucketStats(inst: Instance): BucketStats

    Definition Classes

    TensorSumStatsAndLabels → DTreeBucketStats

21. def getGini(stats: BucketStats): Double

    Definition Classes

    GiniSplitting

22. def getPrediction(stats: BucketStats): Label

    Definition Classes

    TensorSumStatsAndLabels → DTreeBucketStats

23. def hasFeature(featureIdx: Int, feats: la.Tensor1, threshold: Double): Boolean

    Definition Classes

    DecisionTreeTrainer

    Annotations

    @inline()

24. def hashCode(): Int

    Definition Classes

    AnyRef → Any

25. final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

26. def makeLeaf(stats: BucketStats): DTree

    Definition Classes

    TensorSumStatsAndLabels → DTreeBucketStats

27. var maxDepth: Int

    Definition Classes

    DecisionTreeTrainer

28. val minSampleSize: Int

    Definition Classes

    CARTDecisionTreeTrainer → SampleSizeStopping

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

    Definition Classes

    AnyRef

30. final def notify(): Unit

    Definition Classes

    AnyRef

31. final def notifyAll(): Unit

    Definition Classes

    AnyRef

32. def prune(tree: DTree, pruningSet: Seq[Instance]): DTree

    Definition Classes

    NoPruning

33. def samePred(labels: Seq[Label]): Boolean

    Definition Classes

    GiniSplitting

34. def shouldStop(stats: Seq[Instance], depth: Int): Boolean

    Definition Classes

    SampleSizeStopping

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

    Definition Classes

    AnyRef

36. def toString(): String

    Definition Classes

    AnyRef → Any

37. def train(trainInstances: Seq[Instance], pruneInstances: Seq[Instance] = Nil, numFeaturesToUse: Int = 1)(implicit rng: Random): DTree

    Definition Classes

    DecisionTreeTrainer

38. final def wait(): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )