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Table 2 Model classification accuracy rate of two k value combinations

From: A classification model for lncRNA and mRNA based on k-mers and a convolutional neural network

kvalue number of k-mers matrix form model accuracy precision rate(P) recall rate(R) F1score calculating time (s/epoch)
1 + 3 68 17 × 4 0.9280 0.94 0.94 0.94 4
1 + 4 260 10 × 26 0.9600 0.98 0.98 0.98 32
1 + 5 1028 4 × 257 0.4995 0.50 0.50 0.36 43
2 + 3 80 8 × 10 0.9810 0.99 0.99 0.99 9
2 + 4 272 16 × 17 0.7838 0.87 0.86 0.86 37
2 + 5 1040 26 × 40 0.7672 0.91 0.90 0.90 180
3 + 4 320 16 × 20 0.7666 0.90 0.90 0.90 47
3 + 5 1088 32 × 34 0.7566 0.94 0.94 0.94 189
4 + 5 1280 32 × 40 0.7532 0.95 0.94 0.94 290