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CBR Shell is a generic application specially designed for case-based reasoning. The tool performs classification based on case comparison. The parameters of the algorithm can be varied: the number of nearest neighbours considered can be specified, the weights can be set manually, or the weights can be optimised by a genetic algorithm. The accuracy of the algorithm is measured by a leave-one-out evaluation.
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