Competence Guided Instance Selection for Case-based Reasoning. B arry Smyth and Elizabeth McKenna. 1. Introduction. Case-based reasoning (CBR) solves problems by reusing the solutions to similar problems stored as cases in a case-base
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Competence Guided Instance Selection for Case-based Reasoning
Barry Smyth and Elizabeth McKenna
: distance to an instance’s nearest neighbor in an opposing class
: small, consistent and highly competent subset
: estimates the unique competence contribution of an individual case
if a case c’ is covered by n other cases then each of the n cases will receive a contribution of 1/n from c’ to their relative coverage measures