Methods . | ACC . | AUC . | AUPR . | F1 . | KAPPA . |
---|---|---|---|---|---|
ACDGNN | 81.44 | 91.88 | 93.28 | 80.86 | 62.89 |
SSI-DDI | 73.81 | 81.57 | 81.95 | 73.50 | 47.61 |
MHCADDI | 71.80 | 78.89 | 77.25 | 71.73 | 43.61 |
DeepDDI | 66.48 | 72.49 | 71.79 | 66.44 | 32.96 |
DDIMDL | 67.16 | 72.87 | 72.36 | 67.58 | 34.82 |
SumGNN | 67.70 | 81.51 | 81.81 | 65.75 | 35.40 |
LaGAT | 71.89 | 80.98 | 81.86 | 69.56 | 40.82 |
GoGNN | 61.27 | 67.04 | 65.19 | 62.35 | 29.28 |
SFLLN | 63.49 | 69.83 | 68.74 | 65.85 | 31.38 |
Methods . | ACC . | AUC . | AUPR . | F1 . | KAPPA . |
---|---|---|---|---|---|
ACDGNN | 81.44 | 91.88 | 93.28 | 80.86 | 62.89 |
SSI-DDI | 73.81 | 81.57 | 81.95 | 73.50 | 47.61 |
MHCADDI | 71.80 | 78.89 | 77.25 | 71.73 | 43.61 |
DeepDDI | 66.48 | 72.49 | 71.79 | 66.44 | 32.96 |
DDIMDL | 67.16 | 72.87 | 72.36 | 67.58 | 34.82 |
SumGNN | 67.70 | 81.51 | 81.81 | 65.75 | 35.40 |
LaGAT | 71.89 | 80.98 | 81.86 | 69.56 | 40.82 |
GoGNN | 61.27 | 67.04 | 65.19 | 62.35 | 29.28 |
SFLLN | 63.49 | 69.83 | 68.74 | 65.85 | 31.38 |
Methods . | ACC . | AUC . | AUPR . | F1 . | KAPPA . |
---|---|---|---|---|---|
ACDGNN | 81.44 | 91.88 | 93.28 | 80.86 | 62.89 |
SSI-DDI | 73.81 | 81.57 | 81.95 | 73.50 | 47.61 |
MHCADDI | 71.80 | 78.89 | 77.25 | 71.73 | 43.61 |
DeepDDI | 66.48 | 72.49 | 71.79 | 66.44 | 32.96 |
DDIMDL | 67.16 | 72.87 | 72.36 | 67.58 | 34.82 |
SumGNN | 67.70 | 81.51 | 81.81 | 65.75 | 35.40 |
LaGAT | 71.89 | 80.98 | 81.86 | 69.56 | 40.82 |
GoGNN | 61.27 | 67.04 | 65.19 | 62.35 | 29.28 |
SFLLN | 63.49 | 69.83 | 68.74 | 65.85 | 31.38 |
Methods . | ACC . | AUC . | AUPR . | F1 . | KAPPA . |
---|---|---|---|---|---|
ACDGNN | 81.44 | 91.88 | 93.28 | 80.86 | 62.89 |
SSI-DDI | 73.81 | 81.57 | 81.95 | 73.50 | 47.61 |
MHCADDI | 71.80 | 78.89 | 77.25 | 71.73 | 43.61 |
DeepDDI | 66.48 | 72.49 | 71.79 | 66.44 | 32.96 |
DDIMDL | 67.16 | 72.87 | 72.36 | 67.58 | 34.82 |
SumGNN | 67.70 | 81.51 | 81.81 | 65.75 | 35.40 |
LaGAT | 71.89 | 80.98 | 81.86 | 69.56 | 40.82 |
GoGNN | 61.27 | 67.04 | 65.19 | 62.35 | 29.28 |
SFLLN | 63.49 | 69.83 | 68.74 | 65.85 | 31.38 |
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