# bad args Code recipe(~., data = iris) %>% step_novel(all_predictors()) %>% prep(iris) Condition Error in `step_novel()`: Caused by error in `prep()`: ! All columns selected for the step should be string, factor, or ordered. --- Code recipe(~., data = tr_bad) %>% step_novel(all_predictors()) %>% prep(tr_bad) Condition Error in `step_novel()`: Caused by error in `prep()`: ! Columns already contain the new level: x # empty printing Code rec Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 10 -- Operations * Novel factor level assignment for: --- 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 * Novel factor level assignment for: | Trained # printing Code print(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role predictor: 5 -- Operations * Novel factor level assignment for: all_predictors() --- Code prep(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role predictor: 5 -- Training information Training data contained 200 data points and no incomplete rows. -- Operations * Novel factor level assignment for: v, w, x, y, z | Trained