An Affinity Propagation Clustering Algorithm for Mixed Numeric and Categorical Datasets

Table 5

Comparative study of different clustering algorithms for Credit Approval dataset.

Algorithm	Number of data objects in desired clusters	Micro-p
K-prototype	388	0.562
SABC	383	0.555
Ahmad and Dey’s algorithm	609	0.883
Fuzzy k-prototype	578	0.838
Proposed algorithm	635	0.920