tidy.step_BoxCox {recipes} | R Documentation |
tidy
will return a data frame that contains information
regarding a recipe or operation within the recipe (when a tidy
method for the operation exists).
## S3 method for class 'step_BoxCox' tidy(x, ...) ## S3 method for class 'step_YeoJohnson' tidy(x, ...) ## S3 method for class 'step_arrange' tidy(x, ...) ## S3 method for class 'step_bin2factor' tidy(x, ...) ## S3 method for class 'step_bs' tidy(x, ...) ## S3 method for class 'step_center' tidy(x, ...) ## S3 method for class 'check_class' tidy(x, ...) ## S3 method for class 'step_classdist' tidy(x, ...) ## S3 method for class 'check_cols' tidy(x, ...) ## S3 method for class 'step_corr' tidy(x, ...) ## S3 method for class 'step_count' tidy(x, ...) ## S3 method for class 'step_cut' tidy(x, ...) ## S3 method for class 'step_date' tidy(x, ...) ## S3 method for class 'step_depth' tidy(x, ...) ## S3 method for class 'step_discretize' tidy(x, ...) ## S3 method for class 'step_dummy' tidy(x, ...) ## S3 method for class 'step_dummy_multi_choice' tidy(x, ...) ## S3 method for class 'step_dummy_extract' tidy(x, ...) ## S3 method for class 'step_factor2string' tidy(x, ...) ## S3 method for class 'step_filter' tidy(x, ...) ## S3 method for class 'step_filter_missing' tidy(x, ...) ## S3 method for class 'step_geodist' tidy(x, ...) ## S3 method for class 'step_harmonic' tidy(x, ...) ## S3 method for class 'step_holiday' tidy(x, ...) ## S3 method for class 'step_hyperbolic' tidy(x, ...) ## S3 method for class 'step_ica' tidy(x, ...) ## S3 method for class 'step_impute_bag' tidy(x, ...) ## S3 method for class 'step_impute_knn' tidy(x, ...) ## S3 method for class 'step_impute_linear' tidy(x, ...) ## S3 method for class 'step_impute_lower' tidy(x, ...) ## S3 method for class 'step_impute_mean' tidy(x, ...) ## S3 method for class 'step_impute_median' tidy(x, ...) ## S3 method for class 'step_impute_mode' tidy(x, ...) ## S3 method for class 'step_impute_roll' tidy(x, ...) ## S3 method for class 'step_integer' tidy(x, ...) ## S3 method for class 'step_interact' tidy(x, ...) ## S3 method for class 'step_intercept' tidy(x, ...) ## S3 method for class 'step_inverse' tidy(x, ...) ## S3 method for class 'step_invlogit' tidy(x, ...) ## S3 method for class 'step_isomap' tidy(x, ...) ## S3 method for class 'step_kpca' tidy(x, ...) ## S3 method for class 'step_kpca_poly' tidy(x, ...) ## S3 method for class 'step_kpca_rbf' tidy(x, ...) ## S3 method for class 'step_lag' tidy(x, ...) ## S3 method for class 'step_lincomb' tidy(x, ...) ## S3 method for class 'step_log' tidy(x, ...) ## S3 method for class 'step_logit' tidy(x, ...) ## S3 method for class 'check_missing' tidy(x, ...) ## S3 method for class 'step_mutate' tidy(x, ...) ## S3 method for class 'step_mutate_at' tidy(x, ...) ## S3 method for class 'step_indicate_na' tidy(x, ...) ## S3 method for class 'step_naomit' tidy(x, ...) ## S3 method for class 'check_new_values' tidy(x, ...) ## S3 method for class 'step_nnmf' tidy(x, ...) ## S3 method for class 'step_nnmf_sparse' tidy(x, ...) ## S3 method for class 'step_normalize' tidy(x, ...) ## S3 method for class 'step_novel' tidy(x, ...) ## S3 method for class 'step_ns' tidy(x, ...) ## S3 method for class 'step_num2factor' tidy(x, ...) ## S3 method for class 'step_nzv' tidy(x, ...) ## S3 method for class 'step_ordinalscore' tidy(x, ...) ## S3 method for class 'step_other' tidy(x, ...) ## S3 method for class 'step_pca' tidy(x, type = "coef", ...) ## S3 method for class 'step_percentile' tidy(x, ...) ## S3 method for class 'step_pls' tidy(x, ...) ## S3 method for class 'step_poly' tidy(x, ...) ## S3 method for class 'step_poly_bernstein' tidy(x, ...) ## S3 method for class 'step_profile' tidy(x, ...) ## S3 method for class 'step_range' tidy(x, ...) ## S3 method for class 'check_range' tidy(x, ...) ## S3 method for class 'step_ratio' tidy(x, ...) ## S3 method for class 'step_regex' tidy(x, ...) ## S3 method for class 'step_relevel' tidy(x, ...) ## S3 method for class 'step_relu' tidy(x, ...) ## S3 method for class 'step_rename' tidy(x, ...) ## S3 method for class 'step_rename_at' tidy(x, ...) ## S3 method for class 'step_rm' tidy(x, ...) ## S3 method for class 'step_sample' tidy(x, ...) ## S3 method for class 'step_scale' tidy(x, ...) ## S3 method for class 'step_select' tidy(x, ...) ## S3 method for class 'step_shuffle' tidy(x, ...) ## S3 method for class 'step_slice' tidy(x, ...) ## S3 method for class 'step_spatialsign' tidy(x, ...) ## S3 method for class 'step_spline_b' tidy(x, ...) ## S3 method for class 'step_spline_convex' tidy(x, ...) ## S3 method for class 'step_spline_monotone' tidy(x, ...) ## S3 method for class 'step_spline_natural' tidy(x, ...) ## S3 method for class 'step_spline_nonnegative' tidy(x, ...) ## S3 method for class 'step_sqrt' tidy(x, ...) ## S3 method for class 'step_string2factor' tidy(x, ...) ## S3 method for class 'recipe' tidy(x, number = NA, id = NA, ...) ## S3 method for class 'step' tidy(x, ...) ## S3 method for class 'check' tidy(x, ...) ## S3 method for class 'step_time' tidy(x, ...) ## S3 method for class 'step_unknown' tidy(x, ...) ## S3 method for class 'step_unorder' tidy(x, ...) ## S3 method for class 'step_window' tidy(x, ...) ## S3 method for class 'step_zv' tidy(x, ...)
x |
A |
... |
Not currently used. |
type |
For |
number |
An integer or |
id |
A character string or |
A tibble with columns that vary depending on what
tidy
method is executed. When number
and id
are NA
, a
tibble with columns number
(the operation iteration),
operation
(either "step" or "check"),
type
(the method, e.g. "nzv", "center"), a logical
column called trained
for whether the operation has been
estimated using prep
, a logical for skip
, and a character column id
.
data(Sacramento, package = "modeldata") Sacramento_rec <- recipe(~., data = Sacramento) %>% step_other(all_nominal(), threshold = 0.05, other = "another") %>% step_center(all_numeric()) %>% step_dummy(all_nominal()) %>% check_cols(ends_with("ude"), sqft, price) tidy(Sacramento_rec) tidy(Sacramento_rec, number = 2) tidy(Sacramento_rec, number = 3) Sacramento_rec_trained <- prep(Sacramento_rec, training = Sacramento) tidy(Sacramento_rec_trained) tidy(Sacramento_rec_trained, number = 3) tidy(Sacramento_rec_trained, number = 4)