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. 2022 Dec 14;152:106264. doi: 10.1016/j.compbiomed.2022.106264

Table 3.

Experiment results on influenza datasets.

Datasets Method Accuracy Precision Recall F-score MCC
H1N1
LR 0.823 0.685 0.418 0.519 0.438
RF 0.904 0.805 0.764 0.784 0.723
RNN 0.897 0.773 0.774 0.774 0.707
LSTM 0.902 0.799 0.761 0.780 0.717
Tempel 0.902 0.798 0.763 0.780 0.717
TEMPO
0.905
0.803
0.774
0.788
0.727
H3N2
LR 0.938 0.47 0.043 0.079 0.128
RF 0.962 0.812 0.504 0.622 0.623
RNN 0.953 0.709 0.408 0.518 0.516
LSTM 0.961 0.782 0.515 0.621 0.616
Tempel 0.961 0.780 0.521 0.625 0.619
TEMPO
0.963
0.826
0.510
0.631
0.633
H5N1 LR 0.987 0.872 0.210 0.338 0.424
RF 0.989 0.826 0.426 0.562 0.589
RNN 0.986 0.971 0.105 0.189 0.317
LSTM 0.990 0.870 0.414 0.561 0.596
Tempel 0.990 0.895 0.395 0.548 0.591
TEMPO 0.990 0.863 0.429 0.573 0.605