Before use FP-Growth operator I convert data with Nominal to Numerical operator and aggregate the rows of the same transaction. After that I convert data again with Numerical to Binomial operator.
I run the process with RapidAnalytics but it returns the error "java.lang.OutOfMemoryError: GC overhead limit exceeded ". And I used Free Memory operator.
How can I solve this problem? It is possible to create association rules with this number of products? Other question, it is possible to convert data to a sparse matrix?
I am studing other approach in other database. I installed in a PostgreSQL database the MADlib library. And with the same dataset, MADlib function create the association rules in 30 seconds without any transformation of the data!!!