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Minimal decision rules based on the apriori algorithm

María FernándezErnestina MenasalvasÓscar MarbánJosé PeñaSocorro Millán — 2001

International Journal of Applied Mathematics and Computer Science

Based on rough set theory many algorithms for rules extraction from data have been proposed. Decision rules can be obtained directly from a database. Some condition values may be unnecessary in a decision rule produced directly from the database. Such values can then be eliminated to create a more comprehensible (minimal) rule. Most of the algorithms that have been proposed to calculate minimal rules are based on rough set theory or machine learning. In our approach, in a post-processing stage,...

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