| Base Modela | AENET-M | AENET-I | BART | BKMR | SL | Full Modelb |
---|---|---|---|---|---|---|---|
Distributions of ERS | |||||||
 Training Set | |||||||
  Mean (SD) | – | 0.00 (0.05) | 0.00 (0.06) | 0.00 (0.06) | 0.00 (0.27) | 0.00 (0.06) | – |
  Range | – | (−0.18, 0.25) | (−0.26, 0.49) | (−0.22, 0.45) | (−1.01, 1.83) | (−0.18, 0.27) | – |
 Testing Set | |||||||
  Mean (SD) | – | 0.00 (0.05) | 0.00 (0.06) | 0.00 (0.05) | 0.01 (0.08) | 0.00 (0.04) | – |
  Range | – | (−0.22, 0.19) | (−0.22, 0.35) | (−0.22, 0.32) | (−0.34, 0.66) | (−0.17, 0.24) | – |
Risk Prediction Performance | |||||||
 Continuous GGTc | |||||||
  Training Set | |||||||
   Correlationd | – | 0.22 | 0.24 | 0.35 | 0.82 | 0.75 | – |
   MSE | 7.2E-02 | 7.0E-02 | 6.9E-02 | 6.4E-02 | 2.6E-04 | 3.6E-02 | 6.7E-02 |
  Testing Set | |||||||
   Correlationd | – | 0.25 | 0.27 | 0.20 | 0.00 | 0.26 | – |
   PRESS | 332.9 | 320.6 | 316.1 | 325.1 | 332.3 | 321.7 | 327.2 |
   MSPE | 6.9E-02 | 6.6E-02 | 6.5E-02 | 6.7E-02 | 6.9E-02 | 6.6E-02 | 6.8E-02 |
 Dichotomous GGTe | |||||||
  Training Set | |||||||
   AUC | 0.67 | 0.70 | 0.71* | 0.75†| >0.99‡ | 0.92‡ | 0.73†|
   95% CI | (0.64, 0.69) | (0.67, 0.72) | (0.68, 0.73) | (0.73, 0.78) | (0.99, 1.00) | (0.91, 0.93) | (0.70, 0.75) |
  Testing Set | |||||||
   AUC | 0.66 | 0.69 | 0.70* | 0.69 | 0.66 | 0.70* | 0.68 |
   95% CI | (0.64, 0.68) | (0.67, 0.71) | (0.68, 0.72) | (0.66, 0.71) | (0.64, 0.68) | (0.67, 0.72) | (0.66, 0.70) |