# check_name() is used Code prep(rec, training = dat) Condition Error in `step_pca_truncated()`: Caused by error in `bake()`: ! Name collision occurred. The following variable names already exist: * `PC1` # empty printing Code rec Message -- Recipe ---------------------------------------------------------------------- -- Inputs Number of variables by role outcome: 1 predictor: 10 -- Operations * Truncated PCA extraction 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 * No truncated PCA components were extracted from: | Trained # keep_original_cols - can prep recipes with it missing Code rec <- prep(rec) Condition Warning: `keep_original_cols` was added to `step_pca_truncated()` 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: 10 -- Operations * Truncated PCA extraction with: all_predictors() --- Code prep(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 * Truncated PCA extraction with: cyl, disp, hp, drat, wt, ... | Trained