Abstract: In this paper, a novel fuzzy multiple spheres classification algorithm is proposed. In the training process all training samples of each class are covered by the constructed multiple spheres. Each of sphere encompasses as many samples with the same class.

Key words: Pattern classification, Mountain function, Fuzzy membership function,Classification ensemble