Reject Option with Multiple Thresholds (2000)
by
Giorgio Fumera
,
Fabio Roli
,
Giorgio Giacinto
| Venue: | Pattern Recognition |
| Citations: | 24 - 6 self |
BibTeX
@ARTICLE{Fumera00rejectoption,
author = {Giorgio Fumera and Fabio Roli and Giorgio Giacinto},
title = {Reject Option with Multiple Thresholds},
journal = {Pattern Recognition},
year = {2000},
volume = {33},
pages = {2099--2101}
}
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Abstract
this paper, we investigate the effects of estimate errors on Chow's rule, and propose the use of multiple reject thresholds related to the data classes. The reported experimental results show that such class-related reject thresholds provide an error-reject trade-off better than the one in Chow's rule
Citations
| 139 | Error correlation and error reduction in ensemble classifiers - Tumer, Ghosh - 1996 |
| 23 | On optimum error and reject trade-off - Chow - 1970 |
| 13 | Multisensor image recognition by neural networks with understandable behaviour, Int - Roli - 1996 |
| 10 | A method for improving classification reliability of multi-layer perceptrons - LP, Stefano, et al. - 1995 |
| 3 | Giacinto: Multiple Reject Thresholds for Improving Classification Reliability - Fumera, Roli, et al. - 2000 |
| 1 | On optimum error and reject tradeo - Chow - 1970 |
| 1 | A method for improving classi"cation reliability of multilayer perceptrons - Cordella, Stefano, et al. - 1995 |
