Package index

Feature Selection Steps

step_select_background() tidy(<step_select_background>)

Feature selection step using background level

step_select_cv() tidy(<step_select_cv>)

Feature selection step using the coefficient of variation

step_select_wilcoxon() tidy(<step_select_wilcoxon>)

Feature selection step using Wilcoxon test

step_select_kruskal() tidy(<step_select_kruskal>)

Feature selection step using Kruskal test

Feature Aggregation Steps

step_aggregate_list() tidy(<step_aggregate_list>)

Feature aggregation step based on a defined list

step_aggregate_hclust() tidy(<step_aggregate_hclust>)

Feature aggregation step based on a hierarchical clustering

Feature Normalization Steps

step_rownormalize_tss() tidy(<step_rownormalize_tss>)

Feature normalization step using total sum scaling

Feature Generation Steps

step_taxonomy() tidy(<step_taxonomy>)

Taxonomic clades feature generator

Datasets

pedcan_expression

Gene Expression of Pediatric Cancer

cheese_abundance cheese_taxonomy

Abundance of Fungal Communities in Cheese