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. 2019 May 10;19:434. doi: 10.1186/s12885-019-5653-x

Table 3.

Joint stem-loop and quadruplex-based ML models

Stem-loops and 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 0.56 100 1.37 39
overall 0.56 100 1.67 57
prostate 0.55 100 1.21 4
uterus 0.57 100 2.00 68
bone 0.68 100 3.17 100
brain 0.59 100 1.93 90
breast 0.66 100 3.64 100
ovary 0.54 100 1.15 27
pancreatic 0.53 100 1.06 0
blood 0.58 100 1.33 60
liver 0.56 100 1.32 52

Performance metrics by the cancer type