R: Extra Recipes for Encoding Predictors

# Extra Recipes for Encoding Predictors

## Documentation for package ‘embed’ version 1.2.2

- DESCRIPTION file
- Package NEWS

## Help Pages

add_woe | Add WoE in a data frame
dictionary | Weight of evidence dictionary
embed_control | Encoding Factors into Multiple Columns
solubility | Compound solubility data
step_collapse_cart | Supervised Collapsing of Factor Levels
step_collapse_stringdist | collapse factor levels using stringdist
step_discretize_cart | Discretize numeric variables with CART
step_discretize_xgb | Discretize numeric variables with XgBoost
step_embed | Encoding Factors into Multiple Columns
step_lencode | Likelihood encoding using analytical formula
step_lencode_bayes | Supervised Factor Conversions into Linear Functions using Bayesian Likelihood Encodings
step_lencode_glm | Supervised Factor Conversions into Linear Functions using Likelihood Encodings
step_lencode_mixed | Supervised Factor Conversions into Linear Functions using Bayesian Likelihood Encodings
step_pca_sparse | Sparse PCA Signal Extraction
step_pca_sparse_bayes | Sparse Bayesian PCA Signal Extraction
step_pca_truncated | Truncated PCA Signal Extraction
step_umap | Supervised and unsupervised uniform manifold approximation and projection (UMAP)
step_woe | Weight of evidence transformation
tidy.step_collapse_cart | Supervised Collapsing of Factor Levels
tidy.step_collapse_stringdist | collapse factor levels using stringdist
tidy.step_discretize_cart | Discretize numeric variables with CART
tidy.step_discretize_xgb | Discretize numeric variables with XgBoost
tidy.step_embed | Encoding Factors into Multiple Columns
tidy.step_lencode | Likelihood encoding using analytical formula
tidy.step_lencode_bayes | Supervised Factor Conversions into Linear Functions using Bayesian Likelihood Encodings
tidy.step_lencode_glm | Supervised Factor Conversions into Linear Functions using Likelihood Encodings
tidy.step_lencode_mixed | Supervised Factor Conversions into Linear Functions using Bayesian Likelihood Encodings
tidy.step_pca_sparse | Sparse PCA Signal Extraction
tidy.step_pca_sparse_bayes | Sparse Bayesian PCA Signal Extraction
tidy.step_pca_truncated | Truncated PCA Signal Extraction
tidy.step_umap | Supervised and unsupervised uniform manifold approximation and projection (UMAP)
tidy.step_woe | Weight of evidence transformation
woe_table | Crosstable with woe between a binary outcome and a predictor variable.