ELEM2: A Learning System for More Accurate Classifications

@inproceedings{An1998ELEM2AL,
  title={ELEM2: A Learning System for More Accurate Classifications},
  author={Aijun An and Nick Cercone},
  booktitle={Canadian Conference on AI},
  year={1998}
}
We present ELEM2, a new method for inducing classification rules from a set of examples. The method employs several new strategies in the induction and classification processes to improve the predictive performance of induced rules. In particular, a new heuristic function for evaluating attribute-value pairs is proposed. The function is defined to reflect the degree of relevance of an attribute-value pair to a target concept and leads to selection of the most relevant pairs for formulating… CONTINUE READING
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