An Affinity Propagation Clustering Algorithm for Mixed Numeric and Categorical Datasets

Table 4

Comparative study of different clustering algorithms for Heart diseases dataset.

Algorithm	Number of data objects in desired clusters	Micro-p
K-prototype	162	0.545
SABC	162	0.545
Fuzzy k-prototype	213	0.717
Proposed algorithm	263	0.886