This repository contains the evidence accumulation framework implemented for unsupervised learning. The framework is independent of the clustering methodology used. For demonstration purposes K-means++ algorithm is implemented and used as the clustering methodology.
Thi file contains Evidence Accumulation based clustering algorithm as described in (Fred & Jain, 2005).
FRED, A.L.N. and JAIN, A.K. (2005). Combining multiple clusterings using evidence accumulation. IEEE Trans. Patt. Anal. Mach. Intell. 27 , 6, 835–850