Table 2.
Quadruplex-based ML models
Quadruplex-based models | ||||
---|---|---|---|---|
Cancer type | Median test AUC | Percentage of datasets with the mean test AUC confidence interval not containing 0.5 | Median lift of recall | Percentage of datasets with lift of recall higher than 1.5 |
skin | 0.58 | 100 | 1.69 | 70 |
overall | 0.55 | 100 | 1.58 | 61 |
prostate | 0.54 | 100 | 1.00 | 9 |
uterus | 0.58 | 100 | 1.76 | 79 |
bone | 0.70 | 100 | 3.17 | 100 |
brain | 0.56 | 100 | 1.63 | 65 |
breast | 0.65 | 100 | 3.64 | 100 |
ovary | 0.56 | 100 | 1.31 | 45 |
pancreatic | 0.54 | 100 | 1.21 | 9 |
blood | 0.55 | 100 | 1.32 | 40 |
liver | 0.55 | 100 | 1.13 | 57 |
Performance metrics by cancer type