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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