Table 7.
Comparisons of AUCs for datasets 3 to 10 using Ordinary LR and 2-site EXPLORER, where the Std. is the standard deviation of AUCs over 30 trials.
Dataset ID | Ordinary LR | EXPLORER | two-sample Z test | |||
---|---|---|---|---|---|---|
AUC | Std. | AUC | Std. | Test statistic | p-value | |
3 | 0.968 | 0.008 | 0.968 | 0.008 | 0.012 | 0.991 |
4 | 0.975 | 0.006 | 0.975 | 0.006 | −0.120 | 0.904 |
5 | 0.805 | 0.043 | 0.806 | 0.043 | −0.069 | 0.945 |
6 | 0.907 | 0.014 | 0.907 | 0.014 | −0.009 | 0.993 |
7 | 0.892 | 0.066 | 0.891 | 0.066 | 0.061 | 0.951 |
8 | 0.960 | 0.012 | 0.959 | 0.012 | 0.184 | 0.854 |
9 | 0.815 | 0.044 | 0.808 | 0.046 | 0.584 | 0.559 |
10 | 0.643 | 0.057 | 0.643 | 0.057 | −0.016 | 0.987 |