Genetic programming for combining classifiers
| Author(s) : | B. F. Buxton W. B. Langdon, |
| Publisher : | N/A |
| Publication Date : | 2001 |
| ISSN : | N/A |
| Abstract : | Genetic programming (GP) can automatically fuse given classifiers 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 artificial, medical and satellite image processing bench marks. 1, |