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A Unifying Version-Space Representation
2004
Annals of Mathematics and Artificial Intelligence
In this paper we consider the open problem how to unify version-space representations. We present a first solution to this problem, namely a new version-space representation called adaptable boundary sets (ABSs). We show that a version space can have a space of ABSs representations. We demonstrate that this space includes the boundary-set representation and the instance-based boundary-set representation; i.e., the ABSs unify these two representations. We consider the task of learning ABSs as a
doi:10.1023/b:amai.0000018576.88552.df
fatcat:muzj2hro6nf37cxt7sgkdz7t74