package regression
Ordering
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Visibility
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Type Members
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class
RegressionTrainingLeaf extends TrainingNode[AnyVal, Double]
Training leaf node for regression trees Created by maxhutch on 3/8/17.
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class
RegressionTrainingNode extends TrainingNode[AnyVal, Double]
Created by maxhutch on 1/12/17.
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class
RegressionTree extends Model[RegressionTreeResult]
Container holding a model node, encoders, and the feature influences
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case class
RegressionTreeLearner(numFeatures: Int = -1, maxDepth: Int = 30, minLeafInstances: Int = 1, leafLearner: Option[Learner] = None) extends Learner with Product with Serializable
Learner for regression trees
Learner for regression trees
Created by maxhutch on 11/28/16.
- numFeatures
to randomly select from at each split (default: all)
- maxDepth
to grow the tree to
- leafLearner
learner to train the leaves with
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class
RegressionTreeResult extends PredictionResult[Double]
Simple wrapper around a sequence of predictions
- class RegressionTreeTrainingResult extends TrainingResult
Value Members
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object
RegressionTrainingNode extends Serializable
Companion objet to hold helper functions