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Simulated Assessment of Ripple Round Rules
conference contribution
posted on 2023-05-23, 04:57 authored by Ivan BindoffIvan Bindoff, Byeong KangByeong KangA new Ripple Down Rules based methodology which allows for the creation of rules that use classifications as conditions has been developed, and is entitled Multiple Classification Ripple Round Rules (MCRRR). Since it is difficult to recruit human experts in domains which are appropriate for testing this kind of method, simulated evaluation has been employed. This paper presents a simulated evaluation approach for assessing two separate aspects of the MCRRR method, which have been identified as potential areas of weakness. Namely, “Is the method useful in practice?” and “Is the method acceptable, computationally?” It was found that the method appears to be of value in some, but not many, “traditional” multi-class domains, and that due to computational concerns with one aspect of the method it is considered unsuitable for domains with a very large number of cases or rules. These issues are discussed and solu- tions are proposed.
History
Publication title
Knowledge Management and Acquisition for Smart Systems and ServicesEditors
Byeong-Ho Kang & Debbie RichardsPagination
180-194ISBN
978-3-642-15036-4Department/School
School of Information and Communication TechnologyPublisher
Springer-VerlagPlace of publication
GermanyEvent title
PKAWEvent Venue
Daegu, KoreaDate of Event (Start Date)
2010-08-20Date of Event (End Date)
2010-09-03Rights statement
The original publication is available at www.springerlink.comRepository Status
- Restricted