Table 2.
Performance of lasso-based discrimination
| Diseases | Accuracy | Sensitivity | Specificity | Optimals |
|---|---|---|---|---|
| AD | 0.928 | 0.979 | 0.818 | 0.09 |
| Carcinoma | 0.818 | 0.867 | 0.760 | 0.9 |
| CAD | 0.884 | 0.769 | 1.000 | 0.24 |
| NPC | 0.900 | 0.935 | 0.842 | 1 |
| HCC | 0.825 | 0.650 | 1.000 | 0.03 |
| BC | 0.925 | 0.906 | 0.955 | 0.46 |
| AML | 0.985 | 1.000 | 0.923 | 0.64 |
| Mean | 0.895 | 0.872 | 0.900 |
AD, Alzheimer’s disease; CAD, coronary artery disease; NPC, nasopharyngeal carcinoma; HCC, hepatocellular carcinoma; BC, breast cancer; AML, acute myeloid leukemia. s (fraction) is used for the predict.lars function (see Methods).