Models Including Subset Selection & Interaction Variables

1) Used top selected variables of RF, Rpart, sw and Lasso on original variables
2) Built Interaction variable matrix
3) Transformed entire data set to include these interactions
4) Ran Lasso to select optimal subset INCLUDING optimal interaction variables
5) Output new dataset (full) saved as tictada_subset.csv = ticdata
6) Reran all models: Logit with balanced achieved 62-65 dependent on seed
NOTE: follow first line #>>>>> to skip to using tictada_subset.csv directly