cc.factorie.app.classify.backend

DTreeBucketStats

trait DTreeBucketStats extends AnyRef

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Known Subclasses
C45DecisionTreeTrainer, CARTDecisionTreeTrainer, DecisionStumpTrainer, ID3DecisionTreeTrainer, RegressionTreeTrainer, TensorSumSqDiagStatsAndLabels, TensorSumSqFullStatsAndLabels, TensorSumStatsAndLabels
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Type Members

  1. abstract type BucketStats

  2. type Instance = DecisionTreeTrainer.Instance

  3. type Label = la.Tensor1

Abstract Value Members

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

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

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

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

  5. abstract def getEmptyBucketStats(inst: Instance): BucketStats

  6. abstract def getPrediction(stats: BucketStats): Label

  7. abstract def makeLeaf(stats: BucketStats): DTree

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