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. |