Table 1 Model classification accuracy for individual k value
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) |
|---|---|---|---|---|---|---|---|
3 | 64 | 8 × 8 | 0.7508 | 0.81 | 0.79 | 0.79 | 5 |
4 | 256 | 16 × 16 | 0.7610 | 0.85 | 0.83 | 0.83 | 20 |
5 | 1024 | 32 × 32 | 0.7565 | 0.93 | 0.92 | 0.92 | 95 |
6 | 4096 | 64 × 64 | 0.7748 | 0.87 | 0.85 | 0.84 | 855 |