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. 2022 Nov 14;16:1059565. doi: 10.3389/fncom.2022.1059565

Table 1.

Results achieved in the Kaggle dataset using the convolutional neural network (CNN) and the multi-frame network.

Subject No.Seia CNN multi-frame
(instance-based) network
Acc Sen Spe Acc Sen Spe
(%) (%) (%) (%) (%) (%)
Dog_1 4 63.05 60.18 65.91 67.13 60.94 73.31
Dog_2 7 73.34 75.87 70.82 73.40 74.11 72.70
Dog_3 12 59.29 70.83 47.77 59.56 64.77 54.35
Dog_4 17 59.58 56.98 62.31 60.86 58.64 63.19
Dog_5 5 75.10 76.01 74.19 76.49 81.50 71.50
Mean 66.07 67.98 64.20 67.49 67.99 67.01

aNumber of seizures.