Is soft independent modeling of class analogies a reasonable choice for supervised pattern recognition?
Anita Rácz, Attila Gere, Dávid Bajusz, Károly Héberger · RSC Advances · 2017
A thorough survey of classification data sets and a rigorous comparison of classification methods show the unambiguous superiority of other techniques over soft independent modeling of class analogies (SIMCA – one class modeling) for classification.