Table 5.
Statistics | Bon | FDR | TT | Bon | FDR | TT |
---|---|---|---|---|---|---|
Random error normally distributed | ||||||
| ||||||
k = 10 | k = 100 | |||||
# incorrect | 2 | 44 | 5 | 26 | 309 | 36 |
Sensitivity | 0.991 | 1 | 0.998 | 0.949 | 1 | 0.988 |
Specificity | 1 | 0.976 | 0.998 | 0.996 | 0.807 | 0.981 |
| ||||||
k = 200 | k = 400 | |||||
# incorrect | 64 | 29 | 32 | 210 | 141 | 130 |
Sensitivity | 0.682 | 0.968 | 0.847 | 0.479 | 0.948 | 0.696 |
Specificity | 1 | 0.988 | 0.999 | 0.999 | 0.925 | 0.995 |
| ||||||
Random error χ 2 distributed (df = 1) | ||||||
| ||||||
k = 10 | k = 100 | |||||
# incorrect | 0 | 1 | 1 | 4 | 9 | 2 |
Sensitivity | 0.975 | 0.994 | 0.993 | 0.961 | 0.998 | 0.99 |
Specificity | 1 | 1 | 1 | 1 | 0.995 | 0.999 |
| ||||||
k = 200 | k = 400 | |||||
# incorrect | 15 | 34 | 7 | 82 | 214 | 50 |
Sensitivity | 0.928 | 0.998 | 0.98 | 0.803 | 0.994 | 0.924 |
Specificity | 1 | 0.981 | 0.998 | 0.998 | 0.868 | 0.988 |
Bon: Bonferroni, FDR: false discovery rate, and TT: training and testing.