Mathematical Problems in Engineering / 2018 / Article / Tab 4

Research Article

A -Deviation Density Based Clustering Algorithm

Table 4

The corresponding results of clustering evaluation with Olivetti Face dataset.

IndexHomogeneityCompleteness-measureARIFMINMI

kDDBSCAN 0.8180.7870.8020.4340.4490.802
DBSCAN 0.5020.7750.6090.0950.2160.624