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. Author manuscript; available in PMC: 2017 Jul 30.
Published in final edited form as: Multivariate Behav Res. 2016 Jul-Aug;51(4):466–481. doi: 10.1080/00273171.2016.1160359

Table 1.

Empirical Analysis Results: Maximum and Average Adjusted Rand Index (ARI), proportion of local optima ( plo) and mean squared parameter error (MSPE)

Data Set
plo
Average ARI Max ARI MSPE
Crabs 1.00 0.66 0.82 0.08
Iris 1.00 0.70 0.90 0.01
User 1.00 0.16 0.46 0.00
Seeds 0.92 0.71 0.81 0.44

Note: plo - proportion of locally optimal solutions, ARI - Adjusted Rand Index, MSPE - Mean Squared Parameter Error