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Table 4 Total error rate, false positive and false negative rate for the prediction of haplotype carriers in the training and testing sets using the bovine 54k SNP-chip

From: Predicting haplotype carriers from SNP genotypes in Bos taurus through linear discriminant analysis

54K-chip

Training set

Testing set

# SNPs

TER

FPR

FNR

TER

FPR

FNR

17

0.38

0.41

0.20

0.46

0.48

0.28

70

0.28

0.32

0.00

0.39

0.43

0.13

105

0.27

0.32

0.00

0.38

0.42

0.15

210

0.24

0.28

0.00

0.40

0.44

0.17

350

0.21

0.25

0.00

0.41

0.45

0.19

699

0.20

0.24

0.00

0.44

0.47

0.28

  1. Results are averages over 6000 cross-validation replicates (10 folds, 6 proportions, 100 repetitions). TER: total error rate; FPR: false positive rate; FNR: false negative rate.