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. 2022 Mar 17;11(3):401. doi: 10.3390/antibiotics11030401

Table 5.

Comparison between the best SSM THP1 and the state-of-the-art ML model to predict tumor-homing activity of benchmarking datasets.

Dataset Method Ac (%) Sn (%) Sp (%) MCC
Main TumorHPD 86.56 80.63 89.71 0.7
THPep 86.1 87.07 85.18 0.72
THP1 94.47 89.25 99.66 0.894
Small TumorHPD 81.88 73.13 90.92 0.65
THPep 83.37 81.24 85.81 0.67
THP1 92.64 85.71 99.5 0.861
Main90 TumorHPD 89.66 83.64 80.68 0.74
THPep 90.8 91.8 87.97 0.77
THP1 99.18 98.3 99.54 0.98