Moving towards efficient decision tree construction

@article{Chandra2009MovingTE,
  title={Moving towards efficient decision tree construction},
  author={Bala Chandra and P. Paul Varghese},
  journal={Inf. Sci.},
  year={2009},
  volume={179},
  pages={1059-1069}
}
Motivated by the desire to construct compact (in terms of expected length to be traversed to reach a decision) decision trees, we propose a new node splitting measure for decision tree construction. We show that the proposed measure is convex and cumulative and utilize this in the construction of decision trees for classification. Results obtained from… CONTINUE READING

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