Association rule mining (ARM)
I am new in RapidMiner. I need to do an association rule mining project. I have some questions:
1. How do I do the data cleaning before association rule mining? Do you need to clean missing values? Do you need to balance the classes? Do you need to remove outliers? etc...?
2. After the data cleaning I need to do W-Apriori or FP-Growth? When to do W-Apriori and when FP-Growth?
3. After this I need to apply a classification algorithm of your choice or/and a clustering algorithm? Do you use the best associations from W-Apriori or FP-Growth as selected attributes as input for the classification or clustering algorithm?
Many thanks for your help!!