A meta-rule-guided data mining approach is proposed and studied which applies meta-rules as a guidance at finding multiple-level association rules in large relational databases. A meta-rule is a rule template in the form of "P1 ² . . . ... interface which specifi es the set of data relevant to a particular mining task.

What is rule in data mining?

Association rule mining, at a basic level, involves the use of machine learning models to analyze data for patterns, or co-occurrences, in a database. ... Association rules are created by searching data for frequent if-then patterns and using the criteria support and confidence to identify the most important relationships.

What is multilevel association rules?

Association rules created from mining information at different degrees of reflection are called various level or staggered association rules. Multilevel association rules can be mined effectively utilizing idea progressions under a help certainty system.