Abstract In this paper, we describe the fingerprint method, a technique to classify bags of mixed-type measurements. The method was designed solve real-world industrial problem: classifying plants (individuals at higher level organisation) starting from measurements collected their production lines lower organisation). specific application, categorical information attached numerical induced sim...