Evaluation | Methods | Weighted average ensemble method | Classifier ensemble method(L1) | Classifier ensemble method(L2) |
---|---|---|---|---|
3-CV | Vilar’s substructure-based model | 1.05E-94 | 2.67E-78 | 1.18E-86 |
Vilar’s CN index-based model | 4.12E-74 | 7.32E-67 | 1.14E-71 | |
Substructure-based label propagation model | 1.02E-45 | 8.30E-34 | 2.96E-41 | |
Side effect-based Label propagation model | 1.61E-44 | 8.86E-33 | 3.28E-40 | |
Off side effect-based label propagation model | 3.32E-42 | 1.94E-31 | 1.17E-38 | |
5-CV | Vilar’s substructure-based model | 4.76E-52 | 3.12E-48 | 5.42E-54 |
Vilar’s CN index-based model | 2.27E-48 | 2.34E-44 | 1.14E-48 | |
Substructure-based label propagation model | 1.68E-31 | 1.71E-29 | 1.28E-36 | |
Side effect-based Label propagation model | 1.27E-30 | 6.71E-29 | 3.04E-36 | |
Off side effect-based label propagation model | 4.03E-30 | 2.43E-28 | 1.67E-35 |