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Scalability Framework for RainForest

  • Separates the scalability aspects from the criteria that determine the quality of the tree
  • Builds an AVC-list: AVC (Attribute, Value, Class_label)
  • AVC-set (of an attribute X )
    • Projection of training dataset onto the attribute X and class label where counts of individual class label are aggregated
  • AVC-group (of a node n )
    • Set of AVC-sets of all predictor attributes at the node n

Speaker notes:

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