Table 9. Assignment to the minority class: Odds of incorrectly assigned subjects to correctly assigned subjects.
N | MD=0.5 | MD=1.0 | MD=1.5 | MD=2.0 |
---|---|---|---|---|
Equal factor variances (var(FqC1) = 1) | ||||
100 | 17.79 | 19.47 | 14.41 | 8.88 |
300 | 15.45 | 6.76 | 4.75 | 1.54 |
1000 | 6.68 | 2.96 | 1.21 | 0.63 |
Unequal factor variances (var(FqC1) = 5) | ||||
100 | 3.82 | 3.91 | 4.78 | 4.57 |
300 | 0.83 | 0.35 | 0.43 | 0.38 |
1000 | 0.19 | 0.17 | 0.15 | 0.12 |
Note. Table entries are average odds of class 2 subjects who are incorrectly assigned to class 1 and class 1 subjects who are correctly assigned to class 1 for imbalanced class proportion conditions in blocks B (upper panel) and D(lower panel). Ideally, the values would be close to zero.