Robustness of classification measurement apparatus and method
US5745601A · kind A · utility
29Cited by
26References
73Claims
0Family size
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Key dates
| Filing date | Jul 31, 1995 |
| Grant date | Apr 28, 1998 |
| Priority date | — |
| Expiry date | Jul 31, 2015 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F18/24323
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A classifier measures robustness responsive to object presentation effects and decision boundary effects. A cytological image analysis computer obtains objects of interest and classifies them responsive to a decision tree classifier. The robustness of classification is calculated dynamically as objects are classified responsive to a segmentation robustness and a classification decisiveness measure. The results of the decisiveness measure and the segmentation robustness data are combined to provide enhanced overall classification reliability.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.