Table 1.
AUC T2D |
AUC Cirrhosis |
|||
---|---|---|---|---|
Method | w/o age+sex | w age+sex | w/o age+sex | w age+sex |
RF | 0.703 | 0.708 | 0.893 | 0.901 |
GBC | 0.642 | 0.648 | 0.816 | 0.825 |
SVM | 0.701 | 0.704 | 0.877 | 0.882 |
Lasso regression | 0.665 | 0.670 | 0.823 | 0.831 |
Ridge regression | 0.700 | 0.705 | 0.842 | 0.848 |
NB | 0.682 | 0.685 | 0.802 | 0.807 |
CNN_basic | 0.643 | 0.647 | 0.799 | 0.801 |
CNN_shuffle | 0.712 | 0.718 | 0.844 | 0.852 |
taxoNN dis | 0.720 | 0.725 | 0.903 | 0.908 |
taxoNN corr | 0.733 | 0.762 | 0.911 | 0.938 |
Note: The results are reported on both studies considering model performance without (w/o) including age and sex and with (w) age and sex. Note that the last row (values in bold) shows the consistent improvement in the performance of the proposed model taxoNNcorr for both studies.