# basic usage Code res_te <- bake(rec_tr, te_dat, dplyr::starts_with("x3")) Condition Warning: ! There was 1 column that was a factor when the recipe was prepped: * `x3` i This may cause errors when processing new data. # check_name() is used Code prep(rec, training = dat) Condition Error in `step_feature_hash()`: Caused by error in `bake()`: ! Name collision occurred. The following variable names already exist: * `x3_hash_01` # empty printing Code rec Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 10 -- Operations * Feature hashed dummy variables 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 * Feature hashed dummy variables for: | Trained # keep_original_cols - can prep recipes with it missing Code rec <- prep(rec) Condition Warning: `keep_original_cols` was added to `step_feature_hash()` after this recipe was created. i Regenerate your recipe to avoid this warning. # printing Code print(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 1 -- Operations * Feature hashed dummy variables for: x3 --- Code prep(rec) Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 1 -- Training information Training data contained 500 data points and no incomplete rows. -- Operations * Feature hashed dummy variables for: | Trained