Riac: a Rule Induction Algorithm Based on Approximate Classiication Riac: a Rule Induction Algorithm Based on Approximate Classiication

@inproceedings{Hamilton1996RiacAR,
  title={Riac: a Rule Induction Algorithm Based on Approximate Classiication Riac: a Rule Induction Algorithm Based on Approximate Classiication},
  author={Howard J. Hamilton},
  year={1996}
}
We present the RIAC (Rule Induction through Approximate Classiication) method for inducing rules from examples, based on the theory of rough sets. Imprecise data are generalized using a rough-sets based approximation technique. Positive, boundary and negative regions of the target concept are deened using statistical information. Then, if the concept is learnable, superruous attributes are eliminated and rules are generated. Each classiication rule generated by the RIAC algorithm is tagged with… CONTINUE READING