Research Article

An Affinity Propagation Clustering Algorithm for Mixed Numeric and Categorical Datasets

Table 3

Comparative study of different clustering algorithms for Zoo dataset.

AlgorithmNumber of data objects in desired clustersMicro-p

K-prototype810.802
SABC430.426
Fuzzy k-prototype910.908
Proposed algorithm930.921