Assosiation Analysis (Rules Mining)

Statistical approach to Association Rules Mining

Association Rules Mining [ARM]:

• As term itself suggests, association rules are statements that help discover relationships between seemingly independent relational databases.
• ARM is a Data Mining technique that finds patterns in data.
• ARM is suitable for non-numeric, categorical data and requires just a little bit more than simple counting.

Libraries/Packages Used:

• tidyverse
• arules
• arulesViz

Tasks Performed :

- Data Visualizatin
- Discretization
- Association Rules Mining

Resources Used :

• Textbook:

  • An R Companion for Introduction to Data Mining

• Datsets Used :

  • Adult-Census-Income

Note:

For More, Detailed Report Is Attached ['AssociationRuleMining_Report.pdf'].