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. 2022 May 20;22:94. doi: 10.1186/s12880-022-00818-1

Table 16.

Tenfold evaluation of LSTM (RNN) model

NE. (%) EO. (%) BA. (%) LY. (%) MO. (%)
Fold-0 92 88 55 94 90
Fold-1 86 81 55 88 92
Fold-2 86 85 55 90 87
Fold-3 90 93 71 94 92
Fold-4 94 93 73 96 91
Fold-5 92 88 50 94 91
Fold-6 89 93 65 93 86
Fold-7 88 92 56 94 89
Fold-8 81 84 40 94 92
Fold-9 89 84 51 95 90
Avr. Acc. 89 88 57 93 90

The average accuracy for five classes is 83%