# check_name() is used Code prep(rec, training = dat) Condition Error in `step_interact()`: Caused by error in `bake()`: ! Name collision occured. The following variable names already exists: i x1ax2 # bake method errors when needed non-standard role columns are missing Code bake(int_rec_trained, dat_tr[, 4:6]) Condition Error in `step_interact()`: ! The following required columns are missing from `new_data` in step '': z and x1. # empty printing Code rec Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 10 -- Operations * Interactions with: --- Code rec Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 10 -- Training information Training data contained 32 data points and no incomplete rows. -- Operations * Interactions with: | Trained # keep_original_cols - can prep recipes with it missing Code rec <- prep(rec) Condition Warning: 'keep_original_cols' was added to `step_interact()` after this recipe was created. Regenerate your recipe to avoid this warning. # printing Code print(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 6 -- Operations * Interactions with: x1:x2 --- Code prep(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 6 -- Training information Training data contained 10 data points and no incomplete rows. -- Operations * Interactions with: x1:x2 | Trained