Evaluation of Modified Categorical Data Fuzzy Clustering Algorithm on the Wisconsin Breast Cancer Dataset

Table 3

Comparative clustering results for Wisconsin breast cancer dataset.

Clustering algorithm	Clustering error in %
Fuzzy clustering with Ahmad and Dey [22] distance measure for	5.0
Fuzzy clustering with Hamming distance for .1	10.4
Fuzzy -modes clustering for	13.9
Squeezer [28]	13.2
GAClust [29]	18.4
CcdByEnsemble [30]	15.0