# basic functionality Code te_1 <- bake(rec_1, sacr_te) Condition Warning: There are new levels in a factor: WEST_SACRAMENTO New levels will be coerced to `NA` by `step_unknown()`. Consider using `step_novel()` before `step_unknown()`. Warning: There are new levels in a factor: z95691 New levels will be coerced to `NA` by `step_unknown()`. Consider using `step_novel()` before `step_unknown()`. # bad args Code recipe(~., data = sacr_tr) %>% step_unknown(sqft) %>% prep() Condition Error in `step_unknown()`: Caused by error in `prep()`: ! All columns selected for the step should be string, factor, or ordered. --- Code recipe(~., data = sacr_tr) %>% step_unknown(city, new_level = "FAIR_OAKS") %>% prep() Condition Error in `step_unknown()`: Caused by error in `prep()`: ! Columns already contain a level 'FAIR_OAKS': city # empty printing Code rec Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 10 -- Operations * Unknown 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 * Unknown factor level assignment for: | Trained # printing Code print(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role predictor: 9 -- Operations * Unknown factor level assignment for: city, zip --- Code prep(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role predictor: 9 -- Training information Training data contained 800 data points and no incomplete rows. -- Operations * Unknown factor level assignment for: city, zip | Trained