Case-based reasoning with confidence

被引:0
|
作者
Cheetham, W [1 ]
机构
[1] GE Res & Dev Ctr, Niskayuna, NY 12309 USA
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暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A case-based reasoning system can produce both a solution and an estimate of the confidence in that solution. The confidence value can be used to determine whether the solution does or does not have the needed accuracy. A statistical method can be used to compute a confidence value from information generated during the case-based reasoning process. This confidence value allows users to know when the results of the system should and should not be used.
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页码:15 / 25
页数:11
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