Table 4 The characteristics of rule sets generated by LR-Rules: the value of the integrated Brier score (IBS), the number of generated rules (#rules), the average rule length, the average rule coverage (%cov), a percentage of significant rules (p-value of log-rank test with FDR adjustment below 0.05; %sign)
Dataset | IBS | #rules | Length | %cov | %sign |
|---|---|---|---|---|---|
actg320 | 0.0597 | 13.1 | 3.7 | 28 | 99.18 |
BMT-Ch | 0.2231 | 4.3 | 3.3 | 48 | 98.40 |
cancer | 0.1538 | 7.3 | 3.4 | 40 | 97.35 |
follic | 0.1896 | 5.0 | 1.8 | 38 | 99.32 |
GBSG2 | 0.1783 | 7.7 | 2.7 | 36 | 99.75 |
hd | 0.2185 | 4.6 | 1.3 | 44 | 99.43 |
LAC | 0.2116 | 2.8 | 6.8 | 41 | 100.00 |
lung | 0.1472 | 5.1 | 1.0 | 45 | 100.00 |
Melanoma | 0.1823 | 6.2 | 2.6 | 33 | 99.69 |
mgus | 0.1719 | 7.4 | 3.2 | 34 | 99.70 |
PTC | 0.1426 | 18.7 | 3.0 | 22 | 79.69 |
pbc | 0.1502 | 3.7 | 1.1 | 45 | 100.00 |
std | 0.2220 | 17.8 | 6.5 | 25 | 98.74 |
uis | 0.1539 | 5.5 | 1.2 | 41 | 100.00 |
wcgs | 0.0432 | 21.8 | 5.2 | 19 | 98.95 |
whas1 | 0.2130 | 3.8 | 1.3 | 43 | 100.00 |
whas500 | 0.2046 | 4.6 | 1.2 | 40 | 100.00 |
zinc | 0.0931 | 7.1 | 2.5 | 31 | 98.42 |