## Abstract Multifactor Dimensionality Reduction (MDR) was developed to detect genetic polymorphisms that present an increased risk of disease. Crossβvalidation (CV) is an important part of the MDR algorithm, as it prevents overβfitting and allows the predictive ability of a model to be evaluated.
On the validation and verification of production systems: a graph reduction approach
β Scribed by Stephen Murrell; Robert Plant
- Publisher
- Elsevier Science
- Year
- 1996
- Tongue
- English
- Weight
- 294 KB
- Volume
- 44
- Category
- Article
- ISSN
- 1071-5819
No coin nor oath required. For personal study only.
β¦ Synopsis
This paper takes a parallel processing approach to the implementation of rule-based systems using a graph-reduction architecture , and investigates the consequences of this architecture in relation to the validation and verification of knowledge-based systems . The paper improves on the traditional sequential approaches to the development of knowledge-based systems and the limited validation and verification techniques that are applicable . This is contrasted with a graph reduction implementation of knowledge-based systems development based on an ALICE-like machine . The advantages of this style of programming in relation to systems development and program correctness are discussed . The paper shows that significant benefits could potentially be achieved through the use of graph-reduction techniques in the development of these systems .
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