From: Use of SNP genotypes to identify carriers of harmful recessive mutations in cattle populations
 | Method | TPA | TPR | TNR |
---|---|---|---|---|
Brown | KNN | 0.837 (±0.047) | 0.862 (±0.062) | 0.798 (±0.088) |
 | Lasso | 0.988 (±0.010) | 1.000 (±0.000) | 0.968 (±0.029) |
 | SVML | 0.991 (±0.010) | 0.998 (±0.005) | 0.976 (±0.025) |
 | SVMR | 0.978 (±0.016) | 0.989 (±0.015) | 0.961 (±0.034) |
 | MAG | 0.983 (±0.015) | 0.992 (±0.011) | 0.984 (±0.016) |
Fleckvieh | KNN | 0.970 (±0.007) | 0.288 (±0.087) | 0.998 (±0.002) |
 | Lasso | 0.998 (±0.002) | 0.957 (±0.037) | 0.999 (±0.001) |
 | SVML | 0.996 (±0.002) | 0.924 (±0.047) | 0.999 (±0.001) |
 | SVMR | 0.991 (±0.003) | 0.775 (±0.073) | 0.999 (±0.001) |
 | MAG | 0.994 (±0.003) | 0.991 (±0.003) | 0.998 (±0.002) |