Evolving Receiver Operating Characteristics for Data Fusion

  title={Evolving Receiver Operating Characteristics for Data Fusion},
  author={William B. Langdon and Bernard F. Buxton},
It has been suggested that the \Maximum Realisable Receiver Operating Characteristics" for a combination of classiiers is the convex hull of their individual ROCs Scott et al., 1998]. As expected in at least some cases better ROCs can be produced. We show genetic programming (GP) can automatically produce a combination of classi-ers whose ROC is better than the convex hull of the supplied classiier's ROCs. 

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