Table 4.
Diagnostics for data quality: counts of markers with best fitting mixture models with 2, 3, 4, or 5 components using BIC, counts of markers with poor, moderate, or good separation of group means, split with respect to model choice according to BIC, and counts of markers with singletons in the first or last component of the best fitting mixture model
| Number of components | Total | ||||
|---|---|---|---|---|---|
| 2 | 3 | 4 | 5 | ||
| Selected as best | 158 | 561 | 332 | 124 | 1,175 |
| Poor separation | 1 | 0 | 0 | 0 | 1 |
| Moderate separation | 17 | 113 | 157 | 82 | 369 |
| Good separation | 140 | 448 | 175 | 42 | 805 |
| Singleton in first component | 7 | 24 | 19 | 12 | 62 |
| Singleton in last component | 39 | 42 | 85 | 44 | 210 |