Table 5 Comparison experiment of hop number selection on SHS27k and SHS128k datasets
Datasets | Partition scheme | One-hop | One-hop \(+\) two-hop | One-hop \(+\) two-hop \(+\) three-hop |
|---|---|---|---|---|
SHS27K | Random | \(88.72 \pm 0.44\) | 89.34 \(\pm \; 0.44\) | \(88.24 \pm 0.95\) |
BFS | \(68.84 \pm 5.49\) | 74.56 \(\pm \; 3.03\) | \(68.42 \pm 6.40\) | |
DFS | \(76.92 \pm 4.28\) | 78.20 \(\pm \;2.69\) | \(74.52 \pm 4.33\) | |
SHS148K | Random | \(92.38 \pm 0.08\) | 92.54 \(\pm \; 0.21\) | \(92.28 \pm 0.13\) |
BFS | \(70.92 \pm 5.37\) | 73.98 \(\pm \; 5.51\) | \(69.01 \pm 4.36\) | |
DFS | \(82.77 \pm 1.58\) | 83.79 \(\pm \;0.95\) | \(81.96 \pm 0.93\) |