Table 4.
Query Set * | Nodes | % Id | Ac | Correct Class | Incorrect Class | κ | Sn | Sp | Ppos | Pneg |
---|---|---|---|---|---|---|---|---|---|---|
H + sing | 467 | 40 | 0.985 | 600 | 9 | 0.964 | 0.983 | 0.986 | 0.966 | 0.993 |
50 | 0.99 | 603 | 6 | 0.976 | 0.983 | 0.993 | 0.983 | 0.993 | ||
60 | 0.992 | 604 | 5 | 0.98 | 0.983 | 0.995 | 0.989 | 0.993 | ||
W + sing | 469 | 40 | 0.98 | 597 | 12 | 0.952 | 0.966 | 0.986 | 0.966 | 0.986 |
50 | 0.984 | 599 | 10 | 0.96 | 0.966 | 0.991 | 0.977 | 0.986 | ||
60 | 0.987 | 601 | 8 | 0.968 | 0.966 | 0.995 | 0.988 | 0.986 | ||
H + W + sing | 479 | 40 | 0.985 | 600 | 9 | 0.964 | 0.983 | 0.986 | 0.966 | 0.993 |
50 | 0.989 | 602 | 7 | 0.972 | 0.983 | 0.991 | 0.977 | 0.993 | ||
60 | 0.992 | 604 | 5 | 0.98 | 0.983 | 0.995 | 0.989 | 0.993 |
* 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.