Table 3. Comparison of the secure threshold with the clustering coefficient-based threshold C* [67] and the statistical thresholds based on the adjusted p-values B0.01, B0.05 or B0.1 on a collection of synthetic and array datasets.
Dataset type | n | m | C* | B0.01 | B0.05 | B0.1 | |
---|---|---|---|---|---|---|---|
Simulated | 50 | 1000 | 0.57 | 0.58 | 0.54 | 0.52 | 0.6152 |
Simulated | 25 | 1000 | 0.69 | 0.76 | 0.72 | 0.70 | 0.7956 |
H-U133P | 23 | 897 | 0.72 | 0.78 | 0.74 | 0.72 | 0.8125 |
H-U133P | 10 | 897 | 0.78 | 0.96 | 0.94 | 0.93 | 0.9723 |
H-U133P | 10 | 675 | 0.77 | 0.96 | 0.93 | 0.92 | 0.9681 |
H-U133P | 9 | 897 | 0.79 | 0.97 | 0.96 | 0.95 | 0.9821 |
H-U133P | 8 | 897 | 0.81 | 0.98 | 0.97 | 0.96 | 0.98999 |
H-U133P | 7 | 897 | 0.81 | 0.99 | 0.99 | 0.98 | 0.99558 |
H-U133P | 6 | 897 | 0.86 | >0.99 | >0.99 | 0.99 | 0.99872 |
H-U133P | 5 | 897 | 0.92 | >0.99 | >0.99 | >0.99 | 0.99984 |
H-U133P | 4 | 897 | 0.99 | >0.99 | >0.99 | >0.99 | > 0.9999 |
H-U133A | 4 | 675 | 0.99 | >0.99 | >0.99 | >0.99 | > 0.9999 |
H-I6 | 4 | 675 | 0.99 | >0.99 | >0.99 | >0.99 | > 0.9999 |
M-U74 | 4 | 401 | 0.97 | >0.99 | >0.99 | >0.99 | 0.9999 |