Advanced Analytics – Paradigms, Tools, and Techniques - Getting Started with Greenplum for Big Data Analytics - page 76

The output of the Apriori is the rules with minimum support and confidence.
The following figure depicts Apriori pruning on the preceding example:
For more measures refer to http://michael.hahsler.net/research/association_rules/
measures.html .
Linear regression
Regression techniques help fit an equation given in the dataset. The idea of fitting an
equation is to enable prediction for a variable in the equation driven by a change in
any other variable and understand any impact of a variable over the other. Here, for
similar decision trees, we would have dependent and independent attribute or vari-
ables.