In this recipe we will identify and select variables to include as model inputs using the Apriori Association Rules node. We will select the top 24 predictors based on Association Rules variable selection. We will use the same
KDD Cup 1998 data set, but this version of the data was prepared with the stream
Recipe - variable selection apriori data prep.str to create quintile versions of continuous variables. The target variable is the top quintile in donation amounts, TARGET_D between $20 and $200.
This recipe uses the datafile
cup98lrn_reduced_vars3_apriori.sav and the stream
Recipe - variable selection apriori.str.
You will need a copy of Microsoft Excel to visualize the ...