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Bounding XCS's Parameters for Unbalanced Datasets

, and . Genetic and Evolutionary Computation Conference, GECCO 2006, (2006)

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Substructrual surrogates for learning decomposable classification problems: implementation and first results., , , and . GECCO (Companion), page 2875-2882. ACM, (2007)Fuzzy-UCS: preliminary results., , and . GECCO (Companion), page 2871-2874. ACM, (2007)Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning., , and . IEEE Trans. Evol. Comput., 13 (2): 260-283 (2009)New Crossover Operator for Evolutionary Rule Discovery in XCS., , and . HIS, page 867-872. IEEE Computer Society, (2008)Class imbalance problem in UCS classifier system: fitness adaptation., and . Congress on Evolutionary Computation, page 604-611. IEEE, (2005)Evolution Strategies for DS-CDMA Pseudonoise Sequence Design., , and . CCIA, volume 131 of Frontiers in Artificial Intelligence and Applications, page 189-196. IOS Press, (2005)Towards UCI+: A mindful repository design., and . Inf. Sci., (2014)Modeling selection pressure in XCS for proportionate and tournament selection., , , , and . GECCO, page 1846-1853. ACM, (2007)Substructural Surrogates for Learning Decomposable Classification Problems., , , and . IWLCS, volume 4998 of Lecture Notes in Computer Science, page 235-254. Springer, (2007)Learner excellence biased by data set selection: A case for data characterisation and artificial data sets., , , and . Pattern Recognit., 46 (3): 1054-1066 (2013)