Table 4 Classification performance with artificial datasets
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% |