Extra Recipes for Encoding Predictors

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Documentation for package ‘embed’ version 1.1.5

• 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_feature_hash	Dummy Variables Creation via Feature Hashing
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_feature_hash	Dummy Variables Creation via Feature Hashing
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.