Skip to main content

Table 5 Statistical tests on AUCs using DeLong’s Test, showing that there is no statistical difference among the top four teams in the previous table at a significance level of 0.01 for both cutoff thresholds (1E-2 for the triangle above the main diagonal of the matrices, and 1E-5 for the triangle below the main diagonal of the matrices) for converting the outputs of semi-parallel GWAS (estimated probabilities) to binary labels (for AUC computation)

From: iDASH secure genome analysis competition 2018: blockchain genomic data access logging, homomorphic encryption on GWAS, and DNA segment searching

 

Duality lr

UCSD-1

A*FHE-1

Chimera-1

Duality lr

 

1.0000 ± 0.0000

0.3400 ± 0.0935

0.3121 ± 0.1332

UCSD-1

0.8959 ± 0.2195

 

0.3400 ± 0.0934

0.3156 ± 0.1332

A*FHE-1

0.7072 ± 0.3117

0.8113 ± 0.3043

 

0.4090 ± 0.3383

Chimera-1

0.2606 ± 0.1306

0.2632 ± 0.1296

0.2044 ± 0.0793

Â