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MCS
2001
Springer

Genetic Programming for Improved Receiver Operating Characteristics

9 years 1 months ago
Genetic Programming for Improved Receiver Operating Characteristics
Genetic programming (GP) can automatically fuse given classifiers of diverse types to produce a combined classifier whose Receiver Operating Characteristics (ROC) are better than [Scott et al.1998b]’s “Maximum Realisable Receiver Operating Characteristics” (MRROC). I.e. better than their convex hull. This is demonstrated on a satellite image processing bench mark using Naive Bayes, Decision Trees (C4.5) and Clementine artificial neural networks.
William B. Langdon, Bernard F. Buxton
Added 30 Jul 2010
Updated 30 Jul 2010
Type Conference
Year 2001
Where MCS
Authors William B. Langdon, Bernard F. Buxton
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