Selecting Context for Rule-Grounded Explanation Generation: A Small Language Model Study in Injection Moulding Quality Prediction
Tree ensembles predict product quality accurately from process-condition data but are opaque, and rule extraction addresses this by compressing an ensemble into a small set of decision rules. A ruleset, however, is a technical representation, and the operators, production managers, and data scientists who act on a qual...