Table 2.
| 1. IF (BGN ≤ 245 μg/ml)&(MPO ≤ 120 ng/ml)&(ANXA6 ≤ 6 μg/ml) THEN (Class = Normal) |
| Posterior Probability=0.939, P=0.0, TP=30, FP=1 |
| 2. IF (BGN ≤ 245 μg/ml)&(MPO ≤ 120 ng/ml)&(ANXA6 > 6 μg/ml) THEN (Class = Normal) |
| Posterior Probability=0.75, P=0.064, TP=11, FP=3 |
| 3. IF (BGN ≤ 245 μg/ml)&(MPO > 120 ng/ml)&(ANXA6 ≤ 6 μg/ml) THEN (Class = Normal) |
| Posterior Probability=0.75, P=0.317, TP=2, FP=0 |
| 4. IF (BGN ≤ 245 μg/ml)&(MPO > 120 ng/ml)&(ANXA6 > 6 μg/ml) THEN (Class = Cancer) |
| Posterior Probability=0.667, P=0.434, TP=1, FP=0 |
| 5. IF (BGN > 245 μg/ml)&(S100A9 ≤ 3 ng/ml)&(ANXA6 ≤ 6 μg/ml) THEN (Class = Normal) |
| Posterior Probability=0.571, P=0.624, TP=3, FP=2 |
| 6. IF (BGN > 245 μg/ml)&(S100A9 ≤ 3 ng/ml)&(ANXA6 > 6 μg/ml) THEN (Class = Normal) |
| Posterior Probability=0.8, P=0.177, TP=3, FP=0 |
| 7. IF (BGN > 245 μg/ml)&(S100A9 > 3 ng/ml)&(MPO ≤ 120 ng/ml)&(ANXA6 ≤ 6 μg/ml) |
| THEN (Class = Normal) |
| Posterior Probability=0.5, P=0.777, TP=3, FP=3 |
| 8. IF (BGN > 245 μg/ml)&(S100A9 > 3 ng/ml)&(MPO ≤ 120 ng/ml)&(ANXA6 > 6 μg/ml) |
| THEN (Class = Cancer) |
| Posterior Probability=0.765, P=0.002, TP=12, FP=3 |
| 9. IF (BGN > 245 μg/ml)& (S100A9 > 3 ng/ml)&(MPO > 120 ng/ml) THEN (Class = Cancer) |
| Posterior Probability=0.917, P=0.0, TP=21, FP=1 |
Serum protein biomarkers used (4): S100A9, ANXA6, BGN, MPO