Automated predictive data mining model selection using a genetic algorithm
US7801836B2 · kind B2 · utility
14Cited by
4References
21Claims
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Key dates
| Filing date | Sep 26, 2007 |
| Grant date | Sep 21, 2010 |
| Priority date | — |
| Expiry date | Feb 3, 2029 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F18/40
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A predictive data mining model can be selected based on how well the model meets an objective function. In certain implementations genetic algorithms can be used to search a space of predictive data mining model building parameters to determine an optimal predictive data mining model based on a score function corresponding to, for example, the accuracy of the selected predictive data mining model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.