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. 2022 Jul 2;5:652. doi: 10.1038/s42003-022-03617-0

Table 1.

Prediction results by using two classifiers on H. sapiens and M. musculus datasets.

Test set Classifier Acc. (%) Pre. (%) Sen. (%) MCC (%) F-score (%) AUC
H. sapiens
 real dataset SVM 80.92 78.83 84.54 62.00 81.59 0.8707
RF 86.23 84.09 89.37 72.61 86.65 0.8623
 constructed dataset SVM 95.41 91.59 100.00 91.21 95.61 0.9283
RF 95.41 91.59 100.00 91.21 95.61 0.9541
M. musculus
 real dataset SVM 80.17 75.36 89.66 61.46 81.89 0.8249
RF 85.34 90.20 79.31 71.21 84.40 0.8534
 constructed dataset SVM 94.83 96.43 93.10 89.71 94.74 0.9643
RF 94.83 100.00 89.66 90.14 94.55 0.9483