Table 7.
Calibration metrics from the training and validation sets
TRAINING FRAME | VALIDATION FRAME | |||||||
---|---|---|---|---|---|---|---|---|
Algorithm | Slope | Intercept | χ2 | p | Slope | Intercept | χ2 | p |
GL | 1.20 | 0.01 | 3.25 | 0.92 | 0.27 | 0.16 | 1.68 | 0.99 |
DRF | 1.02 | 0.03 | 1.70 | 0.99 | 0.88 | 0.07 | 1.02 | 1.00 |
GBM | 1.90 | 0.13 | 12.15 | 0.14 | 1.10 | 0.06 | 2.88 | 0.94 |
DL | 0.57 | 0.14 | − 29.05 | 1.00 | 0.47 | 0.05 | − 8.22 | 1.00 |
For both sets, the slope and intercept of the calibration curve and the Hoslem-Lemeshow test χ2 and p are reported