• extract_rules() now supports C5.0 rule-based models (created with rules = TRUE parameter). Previously only tree-based C5.0 models were supported. The implementation handles all condition types including numeric comparisons, single categorical values, and multiple categorical values (e.g., county %in% c("asotin", "columbia", "garfield", "island")).

Initial version