Table 3 Allele frequency MSE ( 10 3 ) obtained by calibration polynomial methods
From: Machine learning approach for pooled DNA sample calibration
Method | Individuals | Combined | Pools | |
|---|---|---|---|---|
| Â | E 2 | \(\overline {{E_{N}^{2}}}\) | Â | |
None | 8.83 | 3.27 | 12.32 | 15.80 |
k-correction | 4.26 | 3.74 | 8.35 | 12.44 |
Piecewise linear | 4.07 | 3.72 | 8.23 | 12.38 |
2nd order Lagrange | 4.21 | 4.01 | 8.28 | 12.34 |
Piecewise Hermite | 2.68 | 2.40 | 8.73 | 14.77 |
Piecewise Hermite equal deriv. | 7.62 | 7.54 | 14.16 | 20.69 |
Piecewise Hermite equal domain | 3.54 | 3.45 | 10.27 | 16.99 |
Best approach applied per SNP | 2.58 | 2.45 | 7.57 | 11.34 |