Table 6 Five model effect comparison table in mouse
From: A classification model for lncRNA and mRNA based on k-mers and a convolutional neural network
model | model accuracy | precision rate(P) | recall rate(R) | F1score |
|---|---|---|---|---|
CNN | 0.8797 | 0.8960 | 0.8590 | 0.8771 |
RF | 0.8120 | 0.8132 | 0.8130 | 0.8131 |
LR | 0.7541 | 0.7454 | 0.7700 | 0.7575 |
DT | 0.7001 | 0.6991 | 0.6977 | 0.6984 |
SVM | 0.7528 | 0.7564 | 0.7476 | 0.7520 |