Table 5 Five model effect comparison table in human
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 | 0.9872 | 0.9993 | 0.9955 | 0.9974 |
RF | 0.8820 | 0.8949 | 0.8867 | 0.8925 |
LR | 0.7020 | 0.7247 | 0.7183 | 0.7218 |
DT | 0.8030 | 0.7873 | 0.7852 | 0.7869 |
SVM | 0.7020 | 0.7245 | 0.7158 | 0.7179 |