Sentence examples for associations rule from inspiring English sources

Several studies in the data mining community have shown that classification which is based on associations rule mining or so called associative classification mining (ACM) is able to build accurate classifiers [11 13] and is comparable to traditional methods such as decision trees, rule induction and probabilistic approaches.

ACM integrates association rule mining and classification.

(Roughly partitioning the constrained association rule set).

These properties make association rule mining results incomplete.

PSO is implemented for association rule mining in two ways.

This algorithm directly generates association rule without finding frequent patterns.

Recall association rule (a) described in Example 2.

Then we used association rule mining to characterize these locations.

Firstly, too many association rules can be produced by the conventional association rule mining algorithms, and secondly, some association rules can be partly overlapped.

Current studies on association rule mining focus on finding Boolean/quantitative association rules from certain databases or Boolean association rules from probabilistic databases.

Because multiple association rules may contain redundant words, we cannot simply treat each discovered association rule as a topic.