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. Author manuscript; available in PMC: 2020 May 5.
Published in final edited form as: Physiol Meas. 2016 Nov 21;37(12):2181–2213. doi: 10.1088/0967-3334/37/12/2181

Table 9.

K=10-fold cross validation results for all selected balanced training database: 472 abnormal and 472 normal recordings.

Fold iterate K-fold (10-fold) cross validation on the selected balanced training set
Aa An Na Nn Se Sp Score

1 30 17 13 34 0.64 0.72 0.68
2 25 22 18 29 0.53 0.62 0.57
3 30 17 16 32 0.64 0.67 0.65
4 31 17 14 33 0.65 0.70 0.67
5 31 16 11 36 0.66 0.77 0.71
6 30 17 16 31 0.64 0.66 0.65
7 21 26 18 29 0.45 0.62 0.53
8 29 18 16 31 0.62 0.66 0.64
9 30 18 10 38 0.63 0.79 0.71
10 30 17 14 33 0.64 0.70 0.67

Mean 29 19 15 33 0.61 0.69 0.65
SD 3 3 3 3 0.07 0.06 0.06

Note: SD, standard deviation.