Table 2.
Query Set * | Nodes | % Id | Ac | Correct Class | Incorrect Class | κ | Sn | Sp | Ppos | Pneg |
---|---|---|---|---|---|---|---|---|---|---|
H + sing | 467 | 40 | 0.933 | 1215 | 87 | 0.866 | 0.877 | 0.989 | 0.988 | 0.89 |
50 | 0.935 | 1218 | 84 | 0.871 | 0.877 | 0.994 | 0.993 | 0.89 | ||
60 | 0.935 | 1218 | 84 | 0.871 | 0.874 | 0.997 | 0.996 | 0.888 | ||
W + sing | 469 | 40 | 0.934 | 1216 | 86 | 0.868 | 0.879 | 0.989 | 0.988 | 0.891 |
50 | 0.936 | 1219 | 83 | 0.873 | 0.879 | 0.994 | 0.993 | 0.891 | ||
60 | 0.937 | 1220 | 82 | 0.874 | 0.877 | 0.997 | 0.997 | 0.89 | ||
H + W + sing | 479 | 40 | 0.942 | 1226 | 76 | 0.883 | 0.894 | 0.989 | 0.988 | 0.903 |
50 | 0.944 | 1229 | 73 | 0.888 | 0.894 | 0.994 | 0.993 | 0.904 | ||
60 | 0.945 | 1230 | 72 | 0.889 | 0.892 | 0.997 | 0.997 | 0.903 |
* H is the set obtained when harmonic centrality was calculated, W is the set obtained when the weighted degree was calculated, and sing is the set of 99 outliers.