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Table 8 Results for ablation studies

From: A multitask transfer learning framework for the prediction of virus-human protein–protein interactions

Dataset Model AUC AP Precision Recall F1
H1N1 Naive baseline 0.8310 0.8003 75.92 76.12 76.02
STT 0.9472 0.9590 85.86 86.09 85.98
MTT 0.9461 0.9589 86.28 86.51 86.40
Ebola Naive baseline 0.8876 0.8665 82.12 82.67 82.39
STT 0.9655 0.9749 90.13 90.73 90.43
MTT 0.9680 0.9766 90.93 91.53 91.23
Denovo_slim Naive baseline 0.8843 0.8673 83.80 84.00 83.90
STT 0.9207 0.9343 84.04 84.24 84.14
MTT 0.9221 0.9324 83.92 84.12 84.02
Barman ’s Naive baseline 0.8084 0.8198 73.75 74.11 73.93
MTT 0.9804 0.9802 93.53 94.05 93.79
STT 0.9801 0.9802 93.83 94.29 94.06
Bacillus Naive baseline 0.9842 0.9619 93.75 93.78 93.77
STT 0.9995 0.9986 97.93 97.96 97.95
MTT 0.9997 0.9992 98.75 98.78 98.76
Yersina Naive baseline 0.9741 0.9277 92.61 92.64 92.63
STT 0.9987 0.9970 97.18 97.30 97.24
MTT 0.9988 0.9971 97.32 97.34 97.32
Franci Naive baseline 0.9851 0.9680 94.36 94.43 94.39
STT 0.9997 0.9993 98.84 98.92 98.88
MTT 0.9998 0.9996 98.95 99.03 98.99
2697049 Naive baseline 0.5686 0.0010 0 0 0
STT 0.7457 0.0017 0.07 0.07 0.07
MTT 0.7566 0.0021 0.97 0.97 0.97
333761 Naive baseline 0.7002 0.0110 3.55 3.56 3.55
STT 0.8114 0.0213 4.72 4.72 4.72
MTT 0.8160 0.0262 6.35 6.35 6.35
2043570 Naive baseline 0.6624 0.0076 0.32 0.32 0.32
STT 0.6706 0.0087 1.11 3.01 1.46
MTT 0.6956 0.0096 1.89 1.91 1.90
644788 Naive baseline 0.8410 0.0089 1.82 1.85 1.83
STT 0.9705 0.0459 3.97 9.26 4.65
MTT 0.9537 0.0302 3.54 22.04 5.46
  1. The bold font is used to highlight highest scores corresponding to each dataset