Advances in Fuzzy Systems

Research Article

Deterministic Annealing Approach to Fuzzy C-Means Clustering Based on Entropy Maximization

Table 1

Comparison of minimum, maximum, and average values of misclassified iris data (100 trials).
Tsallis-entropy-based FCMShannon-entropy-based FCM
mMin.Max.Ave.mMin.Max.Ave.
1.0141414.001.0151615.01
2.0141514.012.0111312.97
3.0141514.683.0111413.59