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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