Relational Classification
Relational data mining is the data mining technique for relational databases.Dzeroski, Saso, Lavrač, Nada (Eds.), Relational Data Mining, Springer 200/ref> Unlike traditional data mining algorithms, which look for patterns in a single table ( propositional patterns), relational data mining algorithms look for patterns among multiple tables ( relational patterns). For most types of propositional patterns, there are corresponding relational patterns. For example, there are relational classification rules (relational classification), relational regression tree, and relational association rules. There are several approaches to relational data mining: # Inductive Logic Programming (ILP) # Statistical Relational Learning (SRL) # Graph Mining # Propositionalization # Multi-view learning Algorithms Multi-Relation Association Rules: Multi-Relation Association Rules (MRAR) is a new class of association rules which in contrast to primitive, simple and even multi-relational association rul ...
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