ON THE EQUIVALENCE BETWEEN FUZZY AND STATISTICAL CLASSIFIERS
Ludmila Ilieva Kuncheva · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 1996
In this paper the equivalence between fuzzy systems and two nonparametric techniques for pattern recognition is considered. The conditions under which a fuzzy system coincides with the nearest neighbor rule, and with the Parzen’s classifier have been formulated.