Inproceedings,

Genetic Programming for Combining Classifiers

, and .
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), page 66--73. San Francisco, California, USA, Morgan Kaufmann, (7-11 July 2001)

Abstract

Genetic programming (GP) can automatically fuse given classifiers to produce a combined classifier whose Receiver Operating Characteristics (ROC) are better than scott:1998:BMVC ``Maximum Realisable Receiver Operating Characteristics'' (MRROC). I.e. better than their convex hull. This is demonstrated on artificial, medical and satellite image processing bench marks.

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