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Table 4 Classification performance with artificial datasets

From: A comparison of three clustering methods for finding subgroups in MRI, SMS or clinical data: SPSS TwoStep Cluster analysis, Latent Gold and SNOB

  Number of subgroups detected Accuracy of classifying 1000 individuals into subgroups
Dataset TwoStep Latent Gold SNOB TwoStep Latent Gold SNOB
A1 (3 subgroups) 3 3 3 100% 100% 100%
A2 (3 subgroups) 3 3 3 99.9% 99.8% 99.9%
A3 (6 subgroups) 6 7 6 98.7% 100% 98.4%
A4 (3 subgroups) 3 3 3 99.4% 99.2% 99.4%