Table 4.
AUC and MSE values based on the test set data
AUC | MSE | |||||
---|---|---|---|---|---|---|
|
||||||
Model | Mean | Std | 95% HPD | Mean | Std | 95% HPD |
Probit-Normal | 0.817 | 0.014 | (0.790, 0.843) | 0.123 | 0.004 | (0.114, 0.132) |
SProbitE-Normal | 0.838 | 0.013 | (0.812, 0.864) | 0.106 | 0.004 | (0.098, 0.114) |
SProbitN-Normal | 0.838 | 0.013 | (0.812, 0.863) | 0.106 | 0.004 | (0.098, 0.114) |
GT-GT | 0.847 | 0.012 | (0.823, 0.871) | 0.102 | 0.004 | (0.095, 0.111) |
SGTE-GT | 0.864 | 0.008 | (0.848, 0.880) | 0.098 | 0.003 | (0.093, 0.104) |
SGTE-SGTE | 0.868 | 0.007 | (0.854, 0.881) | 0.098 | 0.002 | (0.093, 0.103) |
SGTE-SGTN | 0.868 | 0.007 | (0.854, 0.881) | 0.097 | 0.002 | (0.093, 0.102) |
SGTN-GT | 0.865 | 0.008 | (0.850, 0.881) | 0.098 | 0.003 | (0.093, 0.103) |
SGTN-SGTE | 0.868 | 0.007 | (0.854, 0.881) | 0.097 | 0.002 | (0.093, 0.102) |
SGTN-SGTN | 0.869 | 0.006 | (0.857, 0.881) | 0.096 | 0.002 | (0.092, 0.099) |