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Table 1 Results of ablation experiments on our method

From: A novel bi-directional heterogeneous network selection method for disease and microbial association prediction

Enhanced bi-directional random walk

Selection algorithm module based on graph convolution

Five fold cross validation Average AUC

Loocv cross validation Average AUC

\(\times\)

\(\checkmark\)

0.883

0.923

\(\checkmark\)

\(\times\)

0.854

0.896

\(\checkmark\)

\(\checkmark\)

0.945

0.951