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. 2019 Aug 9;18:45–55. doi: 10.1016/j.omtn.2019.07.022

Table 2.

Results of Different Methods

Measurement SKF-LDA RWRlncD31 LRLSLDA28 SIMCLDA30 BRWLDA32
AUC 0.9049 0.6448 0.8349 0.8298 0.8024
AUPR 0.4082 0.0808 0.3343 0.2555 0.3068

Sp = 99%

PRE 0.4884 0.1076 0.4472 0.3539 0.4413
Sensitivity 0.3519 0.0444 0.2982 0.2019 0.2926
Accuracy 0.9732 0.9651 0.9718 0.9692 0.9716
F1-score 0.5206 0.0851 0.4593 0.3359 0.4527
MCC 0.4013 0.0532 0.3513 0.2526 0.3455

Sp = 95%

PRE 0.2407 0.1293 0.2283 0.2037 0.2100
Sensitivity 0.5852 0.2741 0.5463 0.4722 0.4907
Accuracy 0.9404 0.9321 0.9393 0.9374 0.9379
F1-score 0.7383 0.4302 0.7066 0.6415 0.6584
MCC 0.3501 0.1563 0.3271 0.2823 0.2937