Research Article

An Island Grouping Genetic Algorithm for Fuzzy Partitioning Problems

Table 6

Comparison of the results obtained by the proposed GGA algorithm with MDB index and different distances and the FCM algorithm in the diabetes problem. (%) stands for the probability of correct classification.

Algorithm Distance (%)

GGA (MDB index) Euclidean 0.7246
GGA (MDB index) GK 0.8348
GGA (MDB index) AFC 0.7406
FCM Euclidean 0.6601