From: Use of SNP genotypes to identify carriers of harmful recessive mutations in cattle populations
 | Method | TER | FNR | FPR | ||||||
---|---|---|---|---|---|---|---|---|---|---|
 |  | Error | Var | Bias | Error | Var | Bias | Error | Var | Bias |
Brown | KNN | 16.3 % | 0.03306 | 0.13923 | 13.8 % | 0.02989 | 0.09918 | 20.6 % | 0.02136 | 0.21079 |
 | Lasso | 1.02 % | 0.00031 | 0.00962 | 0.00 % | - | - | 3.02 % | 0.00087 | 0.02653 |
 | SVML | 0.91 % | 0.00161 | 0.00873 | 0.12 % | 0.00101 | 0.00021 | 2.41 % | 0.00267 | 0.02367 |
 | SVMR | 2.15 % | 0.00221 | 0.20115 | 1.11 % | 0.00258 | 0.02264 | 3.92 % | 0.00153 | 0.15731 |
 | MAG | 1.71 % | 0.00423 | 0.01513 | 0.81 % | 0.00010 | 0.01180 | 1.62 % | 0.01178 | 0.02107 |
Fleckvieh | KNN | 2.96 % | 0.00143 | 0.02981 | 71.8 % | 0.02688 | 0.72386 | 0.16 % | 0.00021 | 0.00167 |
 | Lasso | 0.22 % | 0.00011 | 0.00192 | 4.48 % | 0.00115 | 0.04245 | 0.04 % | 0.00007 | 0.00015 |
 | SVML | 0.37 % | 0.00043 | 0.00251 | 7.63 % | 0.04131 | 0.04083 | 0.07 % | 0.00014 | 0.00093 |
 | SVMR | 0.93 % | 0.00046 | 0.00571 | 22.5 % | 0.01024 | 0.09911 | 0.05 % | 0.00011 | 0.00186 |
 | MAG | 0.64 % | 0.00094 | 0.00487 | 0.98 % | 0.00101 | 0.06040 | 0.24 % | 0.00097 | 0.00252 |