Files in recipes

Preprocessing and Feature Engineering Steps for Modeling

NEWS.md R/tune_args.R R/impute_mode.R R/deprec-impute_knn.R R/intercept.R R/nnmf_sparse.R R/bs.R R/BoxCox.R R/rename_at.R R/spline_monotone.R R/tidy.R R/impute_median.R R/normalize.R R/scale.R R/percentile.R R/impute_roll.R R/recipe.R R/deprec-impute_lower.R R/extension_check.R R/spline_b.R R/format.R R/rename.R R/poly.R R/import-standalone-types-check.R R/ratio.R R/harmonic.R R/case_weights.R R/deprec-impute_median.R R/zv.R R/ns.R R/roles.R R/corr.R R/extract_fit_time.R R/nzv.R R/rm.R R/testthat_helper.R R/date.R R/steps_and_checks.R R/ordinalscore.R R/range_check.R R/dummy_multi_choice.R R/prepper.R R/import-standalone-obj-type.R R/interact.R R/filter_missing.R R/inverse.R R/unknown.R R/sqrt.R R/missing.R R/relevel.R R/tunable.R R/mutate.R R/relu.R R/reexports.R R/depth.R R/update-role-requirements.R R/recipes-package.R R/window.R R/colcheck.R R/kpca_rbf.R R/developer.R R/dummy_extract.R R/center.R R/kpca_poly.R R/newvalues.R R/poly_bernstein.R R/sample.R R/ptype.R R/lincomb.R R/misc.R R/update.R R/isomap.R R/log.R R/time.R R/impute_lower.R R/shuffle.R R/deprec-impute_mena.R R/deprec-impute_mode.R R/classdist.R R/deprec-impute_bag.R R/classdist_shrunken.R R/cut.R R/novel.R R/string2factor.R R/nnmf.R R/zzz-deprec-reasign.R R/unorder.R R/YeoJohnson.R R/ica.R R/mutate_at.R R/arrange.R R/naomit.R R/integer.R R/slice.R R/spline_convex.R R/selections.R R/spatialsign.R R/spline_natural.R R/printing.R R/pkg_check.R R/profile.R R/bin2factor.R R/spline_nonnegative.R R/filter.R R/geodist.R R/impute_bag.R R/logit.R R/select.R R/num2factor.R R/count.R R/kpca.R R/deprec-impute_roll.R R/hyperbolic.R R/impute_knn.R R/other.R R/invlogit.R R/spline_helpers.R R/pls.R R/dummy.R R/indicate_na.R R/aaa.R R/deprec-terms_select.R R/extract_parameter.R R/lag.R R/regex.R R/class.R R/impute_mean.R R/pca.R R/factor2string.R R/holiday.R R/get_types_recipes.R R/formula.R R/range.R R/discretize.R R/impute_linear.R inst/boilerplate.R inst/pls_test_references.R inst/old-get_types.R inst/doc/Skipping.R inst/doc/Dummies.Rmd inst/doc/Roles.R inst/doc/recipes.Rmd inst/doc/recipes.R inst/doc/Ordering.Rmd inst/doc/Dummies.R inst/doc/Roles.Rmd inst/doc/Skipping.Rmd inst/doc/Selecting_Variables.R inst/doc/Selecting_Variables.Rmd tests/testthat.R tests/testthat/test-extension_check.R tests/testthat/test-pkg_check.R tests/testthat/test-impute_lower.R tests/testthat/test-prepper.R tests/testthat/test-deprec-impute_lower.R tests/testthat/test-cut.R tests/testthat/test-sqrt.R tests/testthat/test-factor2string.R tests/testthat/test-update.R tests/testthat/test-corr.R tests/testthat/test-slice.R tests/testthat/test-newvalues.R tests/testthat/test-string2factor.R tests/testthat/test-retraining.R tests/testthat/test-kpca_poly.R tests/testthat/test-lag.R tests/testthat/test-inverse.R tests/testthat/test-deprec-impute_roll.R tests/testthat/test-multivariate.R tests/testthat/test-integer.R tests/testthat/test-regex.R tests/testthat/test-pls.R tests/testthat/test-log.R tests/testthat/test-unknown.R tests/testthat/test-deprec-impute_mena.R tests/testthat/test-pca.R tests/testthat/test-classdist_shrunken.R tests/testthat/test-tidy.R tests/testthat/test-nomial_types.R tests/testthat/test-impute_mode.R tests/testthat/test-shuffle.R tests/testthat/test-time.R tests/testthat/test-classdist.R tests/testthat/test-relu.R tests/testthat/test-hyperbolic.R tests/testthat/test-other.R tests/testthat/test-nnmf_sparse.R tests/testthat/test-stringsAsFactors.R tests/testthat/test-impute_knn.R tests/testthat/test-impute_roll.R tests/testthat/test-class.R tests/testthat/test-normalize.R tests/testthat/test-lincomb.R tests/testthat/test-holiday.R tests/testthat/test-bake.R tests/testthat/test-rename.R tests/testthat/test-naomit.R tests/testthat/test-ptype.R tests/testthat/test-kpca.R tests/testthat/test-filter.R tests/testthat/test-data.frame.R tests/testthat/test-BoxCox.R tests/testthat/test-grouped_df.R tests/testthat/test-misc.R tests/testthat/test-matrix.R tests/testthat/test-case-weight-functions.R tests/testthat/test-count.R tests/testthat/test-interact.R tests/testthat/test-nzv.R tests/testthat/test-extract-dials.R tests/testthat/test-missing.R tests/testthat/helper-extract_parameter_set.R tests/testthat/test-extract_fit_time.R tests/testthat/test-isomap.R tests/testthat/test-YeoJohnson.R tests/testthat/test-deprec-impute_median.R tests/testthat/test-percentile.R tests/testthat/test-spline_convex.R tests/testthat/test-select.R tests/testthat/test-deprec-impute_knn.R tests/testthat/test-harmonic.R tests/testthat/test-poly_bernstein.R tests/testthat/test-kpca_rbf.R tests/testthat/test-formula.R tests/testthat/test-poly.R tests/testthat/test-bs.R tests/testthat/test-deprec-impute_bag.R tests/testthat/test-novel.R tests/testthat/test-mutate.R tests/testthat/test-list_cols.R tests/testthat/test-mutate_at.R tests/testthat/test-unorder.R tests/testthat/test-date.R tests/testthat/test-term_info.R tests/testthat/test-ica.R tests/testthat/test-format.R tests/testthat/test-window.R tests/testthat/test-invlogit.R tests/testthat/helper-case-weights.R tests/testthat/test-update-role-requirements.R tests/testthat/test-spatialsign.R tests/testthat/test-depth.R tests/testthat/test-arrange.R tests/testthat/test-sample.R tests/testthat/test-impute_median.R tests/testthat/test-ns.R tests/testthat/test-intercept.R tests/testthat/test-selections.R tests/testthat/test-spline_monotone.R tests/testthat/test-dummy.R tests/testthat/test-dummy_extract.R tests/testthat/test-filter_missing.R tests/testthat/test-spline_natural.R tests/testthat/test-rename_at.R tests/testthat/test-rm.R tests/testthat/test-logit.R tests/testthat/test-range_check.R tests/testthat/test-deprec-impute_mode.R tests/testthat/test-zv.R tests/testthat/test-relevel.R tests/testthat/test-basics.R tests/testthat/test-ordinalscore.R tests/testthat/test-spline_b.R tests/testthat/test-dummy_multi_choice.R tests/testthat/test-impute_linear.R tests/testthat/test-bin2factor.R tests/testthat/test-skipping.R tests/testthat/test-scale.R tests/testthat/test-pls_old.R tests/testthat/test-num2factor.R tests/testthat/test-sparsity.R tests/testthat/test-column_order.R tests/testthat/test-range.R tests/testthat/test-center.R tests/testthat/test-discretize.R tests/testthat/test-spline_nonnegative.R tests/testthat/test-geodist.R tests/testthat/test-impute_mean.R tests/testthat/test-indicate_na.R tests/testthat/test-colcheck.R tests/testthat/test-impute_bag.R tests/testthat/test-roles.R tests/testthat/test-ratio.R tests/testthat/test-profile.R tests/testthat/_snaps/newvalues.md tests/testthat/_snaps/deprec-impute_mena.md tests/testthat/_snaps/colcheck.md tests/testthat/_snaps/sqrt.md tests/testthat/_snaps/pca.md tests/testthat/_snaps/spline_b.md tests/testthat/_snaps/slice.md tests/testthat/_snaps/normalize.md tests/testthat/_snaps/ica.md tests/testthat/_snaps/impute_bag.md tests/testthat/_snaps/roles.md tests/testthat/_snaps/impute_mean.md tests/testthat/_snaps/dummy_multi_choice.md tests/testthat/_snaps/poly.md tests/testthat/_snaps/impute_knn.md tests/testthat/_snaps/filter_missing.md tests/testthat/_snaps/nomial_types.md tests/testthat/_snaps/deprec-impute_median.md tests/testthat/_snaps/deprec-impute_roll.md tests/testthat/_snaps/impute_roll.md tests/testthat/_snaps/update-role-requirements.md tests/testthat/_snaps/stringsAsFactors.md tests/testthat/_snaps/range.md tests/testthat/_snaps/string2factor.md tests/testthat/_snaps/rename.md tests/testthat/_snaps/harmonic.md tests/testthat/_snaps/mutate.md tests/testthat/_snaps/dummy_extract.md tests/testthat/_snaps/ordinalscore.md tests/testthat/_snaps/class.md tests/testthat/_snaps/sample.md tests/testthat/_snaps/cut.md tests/testthat/_snaps/retraining.md tests/testthat/_snaps/deprec-impute_mode.md tests/testthat/_snaps/spatialsign.md tests/testthat/_snaps/ns.md tests/testthat/_snaps/classdist.md tests/testthat/_snaps/ptype.md tests/testthat/_snaps/extract_fit_time.md tests/testthat/_snaps/relevel.md tests/testthat/_snaps/formula.md tests/testthat/_snaps/tidy.md tests/testthat/_snaps/impute_mode.md tests/testthat/_snaps/corr.md tests/testthat/_snaps/dummy.md tests/testthat/_snaps/kpca.md tests/testthat/_snaps/range_check.md tests/testthat/_snaps/kpca_rbf.md tests/testthat/_snaps/spline_convex.md tests/testthat/_snaps/lincomb.md tests/testthat/_snaps/inverse.md tests/testthat/_snaps/profile.md tests/testthat/_snaps/impute_median.md tests/testthat/_snaps/misc.md tests/testthat/_snaps/discretize.md tests/testthat/_snaps/nzv.md tests/testthat/_snaps/kpca_poly.md tests/testthat/_snaps/impute_lower.md tests/testthat/_snaps/novel.md tests/testthat/_snaps/extract-dials.md tests/testthat/_snaps/factor2string.md tests/testthat/_snaps/zv.md tests/testthat/_snaps/nnmf_sparse.md tests/testthat/_snaps/bin2factor.md tests/testthat/_snaps/matrix.md tests/testthat/_snaps/spline_monotone.md tests/testthat/_snaps/BoxCox.md tests/testthat/_snaps/ratio.md tests/testthat/_snaps/deprec-impute_bag.md tests/testthat/_snaps/pls_old.md tests/testthat/_snaps/pls.md tests/testthat/_snaps/filter.md tests/testthat/_snaps/spline_nonnegative.md tests/testthat/_snaps/mutate_at.md tests/testthat/_snaps/unorder.md tests/testthat/_snaps/invlogit.md tests/testthat/_snaps/extension_check.md tests/testthat/_snaps/lag.md tests/testthat/_snaps/indicate_na.md tests/testthat/_snaps/scale.md tests/testthat/_snaps/unknown.md tests/testthat/_snaps/deprec-impute_knn.md tests/testthat/_snaps/window.md tests/testthat/_snaps/date.md tests/testthat/_snaps/geodist.md tests/testthat/_snaps/intercept.md tests/testthat/_snaps/arrange.md tests/testthat/_snaps/spline_natural.md tests/testthat/_snaps/time.md tests/testthat/_snaps/format.md tests/testthat/_snaps/case-weight-functions.md tests/testthat/_snaps/deprec-impute_lower.md tests/testthat/_snaps/classdist_shrunken.md tests/testthat/_snaps/other.md tests/testthat/_snaps/isomap.md tests/testthat/_snaps/poly_bernstein.md tests/testthat/_snaps/select.md tests/testthat/_snaps/shuffle.md tests/testthat/_snaps/YeoJohnson.md tests/testthat/_snaps/missing.md tests/testthat/_snaps/pkg_check.md tests/testthat/_snaps/log.md tests/testthat/_snaps/interact.md tests/testthat/_snaps/hyperbolic.md tests/testthat/_snaps/integer.md tests/testthat/_snaps/sparsity.md tests/testthat/_snaps/selections.md tests/testthat/_snaps/center.md tests/testthat/_snaps/logit.md tests/testthat/_snaps/bs.md tests/testthat/_snaps/naomit.md tests/testthat/_snaps/impute_linear.md tests/testthat/_snaps/relu.md tests/testthat/_snaps/depth.md tests/testthat/_snaps/basics.md tests/testthat/_snaps/holiday.md tests/testthat/_snaps/skipping.md tests/testthat/_snaps/num2factor.md tests/testthat/_snaps/count.md tests/testthat/_snaps/update.md tests/testthat/_snaps/regex.md tests/testthat/_snaps/rename_at.md tests/testthat/_snaps/rm.md tests/testthat/_snaps/percentile.md tests/testthat/_snaps/R4.2/tidy.md tests/testthat/_snaps/R4.2/discretize.md tests/testthat/_snaps/R4.2/selections.md tests/testthat/_snaps/R4.3/discretize.md tests/testthat/_snaps/R4.3/selections.md vignettes/Dummies.Rmd vignettes/recipes.Rmd vignettes/Ordering.Rmd vignettes/Roles.Rmd vignettes/Skipping.Rmd vignettes/Selecting_Variables.Rmd man/step_impute_knn.Rd man/step_isomap.Rd man/print.recipe.Rd man/step_spatialsign.Rd man/recipes_ptype.Rd man/step_impute_bag.Rd man/step_ratio.Rd man/check_cols.Rd man/step_percentile.Rd man/step_factor2string.Rd man/step_rename_at.Rd man/step_knnimpute.Rd man/step_spline_b.Rd man/step_dummy_multi_choice.Rd man/check_missing.Rd man/step_nnmf_sparse.Rd man/required_pkgs.recipe.Rd man/update.step.Rd man/step_dummy.Rd man/step_num2factor.Rd man/step_mutate_at.Rd man/step_pca.Rd man/step_slice.Rd man/step_rollimpute.Rd man/developer_functions.Rd man/reexports.Rd man/step_nnmf.Rd man/step_range.Rd man/step_center.Rd man/step_modeimpute.Rd man/step_filter_missing.Rd man/case-weight-helpers.Rd man/update_role_requirements.Rd man/step_YeoJohnson.Rd man/step_geodist.Rd man/step_impute_mode.Rd man/step_impute_mean.Rd man/step_impute_linear.Rd man/summary.recipe.Rd man/step_window.Rd man/step_spline_convex.Rd man/step_sample.Rd man/step_shuffle.Rd man/step_harmonic.Rd man/check_new_data.Rd man/step_filter.Rd man/step_holiday.Rd man/step_bs.Rd man/detect_step.Rd man/step_string2factor.Rd man/step_meanimpute.Rd man/step_lowerimpute.Rd man/has_role.Rd man/step_impute_median.Rd man/step_time.Rd man/step_relevel.Rd man/roles.Rd man/recipes-role-indicator.Rd man/step_nzv.Rd man/names0.Rd man/format_ch_vec.Rd man/recipes.Rd man/check_new_values.Rd man/step_spline_natural.Rd man/step_ns.Rd man/terms_select.Rd man/rand_id.Rd man/step_lincomb.Rd man/step_indicate_na.Rd man/tidy.recipe.Rd man/step_invlogit.Rd man/step_kpca_poly.Rd man/step_normalize.Rd man/step_unknown.Rd man/recipes-internal.Rd man/fully_trained.Rd man/check_type.Rd man/prepper.Rd man/case_weights.Rd man/step_relu.Rd man/step_rename.Rd man/fixed.Rd man/step_sqrt.Rd man/recipe.Rd man/formula.recipe.Rd man/step_pls.Rd man/step_poly.Rd man/step_lag.Rd man/selections.Rd man/check_class.Rd man/step_corr.Rd man/step_count.Rd man/bake.Rd man/step_novel.Rd man/step_logit.Rd man/get_keep_original_cols.Rd man/step_cut.Rd man/step_log.Rd man/step.Rd man/recipes_extension_check.Rd man/step_other.Rd man/prep.Rd man/step_regex.Rd man/step_rm.Rd man/step_impute_roll.Rd man/step_ica.Rd man/step_spline_monotone.Rd man/step_classdist_shrunken.Rd man/step_profile.Rd man/step_mutate.Rd man/step_zv.Rd man/discretize.Rd man/step_ordinalscore.Rd man/step_classdist.Rd man/step_intercept.Rd man/step_impute_lower.Rd man/step_dummy_extract.Rd man/step_interact.Rd man/recipes_eval_select.Rd man/step_spline_nonnegative.Rd man/step_depth.Rd man/step_kpca_rbf.Rd man/recipes_pkg_check.Rd man/step_medianimpute.Rd man/step_discretize.Rd man/step_bin2factor.Rd man/check_name.Rd man/step_naomit.Rd man/check_range.Rd man/step_bagimpute.Rd man/step_select.Rd man/step_BoxCox.Rd man/add_step.Rd man/remove_original_cols.Rd man/recipes_ptype_validate.Rd man/step_hyperbolic.Rd man/step_poly_bernstein.Rd man/step_date.Rd man/get_data_types.Rd man/juice.Rd man/recipes_remove_cols.Rd man/step_arrange.Rd man/step_integer.Rd man/step_kpca.Rd man/step_unorder.Rd man/step_inverse.Rd man/step_scale.Rd man/rmd/recipes.Rmd man/rmd/tunable-args.Rmd man/rmd/num_comp.Rmd man/rmd/non-standard-roles.Rmd man/rmd/selections.Rmd