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. 2017 Feb 15;33(13):1921–1929. doi: 10.1093/bioinformatics/btx081

Table 5.

Comparison of ROC AUC using DeLong’s test (DAMPD dataset)

Task Method 1 Method 2 AUC 1 AUC 2 Difference P value
Antimicrobial CAMPR3(RF) ADAM 0.883 0.839 0.044 7.46e−5
Antimicrobial CAMPR3(RF) CAMPR3(SVM) 0.883 0.813 0.070 2.2e−16
Antimicrobial CAMPR3(RF) MLAMP 0.883 0.780 0.103 2.2e−16
Antimicrobial CAMPR3(RF) DBAASP 0.883 0.575 0.308 2.2e−16
Antimicrobial CAMPR3(RF) AMPA 0.883 0.654 0.229 2.2e−16
Antibacterial AntiBP AntiBP2 0.797 0.544 0.253 2.2e−16
Bacteriocin BACTIBASE BAGEL3 0.984 0.952 0.032 0.375