Table 3 Model classification accuracy rate of three 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 | recall rate | F1score | calculating time (s/epoch) |
|---|---|---|---|---|---|---|---|
1 + 2 + 3 | 84 | 17 × 20 | 0.9872 | 1.00 | 1.00 | 1.00 | 6 |
2 + 3 + 4 | 336 | 12 × 28 | 0.9738 | 1.00 | 1.00 | 1.00 | 57 |
2 + 3 + 5 | 1104 | 24 × 46 | 0.9798 | 1.00 | 1.00 | 1.00 | 217 |