Skip to main content

Advertisement

Springer Nature is making Coronavirus research free. View research | View latest news | Sign up for updates

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