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Enhancements to the tree module #382

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@bdholt1

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@bdholt1
  • Add sample weights to trees (for boosting DTs)
  • support a loss matrix (ala R's rpart)
  • support multivariate regression (ala R's mvpart)
  • support Randomized Trees

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