Aug 17, 2005 · This paper presents the A*-like rule mining algorithm DA-2. Similarly to exhaustive search algorithms, DA-2 also finds optimal rules. Its ...
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The best rule is the one with least error or the one with highest goodness measure. We present two versions of the algorithm. DA-2. The first version is ...
This paper presents the A*-like rule mining algorithm DA-2, which similarly to exhaustive search algorithms, also finds optimal rules and its running time ...
Today's rule mining algorithms all use greedy approaches to generate rules representing the knowledge hidden in vast amounts of data.
Bibliographic details on A Data Mining Algorithm Optimal for Single Rules.
A Data Mining Algorithm is a logical step-by-step procedure used in data mining to solve specific data problems. These algorithms can be recursive, ...
Abstract. We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association.
Dec 29, 2022 · This paper proposes an association rule data mining algorithm combining multi-item support tree and support.
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Machine Learning approach: treat every possible combination of attribute values as a separate class, learn rules using the rest of attributes as input and then ...
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Experienced data miners will use more than one algorithm to achieve the model that is most useful for their data strategy. 10 Examples of Data Mining Algorithms.
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