Research Paper #465 | |
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Title: | A Study of the Non-Smooth Concept Membership Function |
Authors: | Thornton,C |
Date: | 1990 |
Presented: | Submitted to AAAI-90 |
Keywords: | |
Abstract: | The paper provides a discussion of the non-smooth concept membership function and its relationship to constructive induction. A way of measuring the smoothness of concept membership functions is introduced and used to derive nominal smoothness values for the membership functions represented by a number of well known training sets. A special case of non-smoothness is isolated and analysed, and its relationship to the problem of representation modification is considered. |
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