Assoication Rules
If you are someone who doesn't know about Association Rules, don't worry. You will get to know about it in a more easy way by reading this post. Association Rules Learning is also known as Association Rule Mining. It is simply finding association between attributes. For example, when you buy something on an online store, it will prompt as people who bought also bought this...... How do you think they give recommendations like this. The magic behind this is basically association rule mining. In this post we are going to find association relationship between attributes. But please note that, the time taken for the analysis is considerably high. I was using an i3 machine with 4GB RAM, which ran out of memory most of the time. Therefore, I recommend you guys to use a more advanced machine. Following code find the association rules between the 11 attributes. This code will write generated a .CSV file of association rules. #loading necessary libraries library(ar...