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Comparison of the validation performance of classifiers trained with different feature types.
| Feature type | AUC (%) | Sensitivity (%) | Specificity (%) | Sensitivity at 95% specificity |
|---|---|---|---|---|
| CRC vs controls | 90 (87–93) | 81 (71–88) | 84 (76–91) | 55 (36–71) |
| CRC vs controls (weighted for additional clinical covariates) | 85 (81–89) | 75 (61–82) | 82 (74–89) | 45 (29–59) |
| CRC vs controls and adenomas | 81 (79–87) | 80 (73–86) | 65 (52–77) | 61 (42–71) |
