Artificial Intelligence Review 11 , 407-423 , 1997

  title={Artificial Intelligence Review 11 , 407-423 , 1997},
  author={Walter Daelemans and Antal van den Bosch and Ton Weijters},
We describe the IGTree learning algorithm which compresses an instance base into a tree structure The concept of information gain is used as a heuristic function for per forming this compression IGTree produces trees that compared to other lazy learning approaches reduce storage requirements and the time required to compute classi ca tions Furthermore we obtained similar or better generalization accuracy with IGTree when trained on two complex linguistic tasks viz letter phoneme transliteration… CONTINUE READING
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