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. 2019 Sep 13;20:469. doi: 10.1186/s12859-019-3039-3

Table 6.

Five model effect comparison table in mouse

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