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Table 3 Calibration and discrimination of the models

From: Mortality prediction using SAPS II: an update for French intensive care units

Model

Internal validation (fivefold cross-validation on the training set)

External validation on the validation set

 

P value of Hosmer–Lemeshow test

Area under the ROC curve

Hosmer–Lemeshow test

Area under the ROC curve

 

Mean

Standard deviation

Mean

Standard deviation

Test statistic C

P value

 

Original SAPS II

0.001

0.001

0.8591

0.0058

1162.9

<0.0001

0.8575

Customized SAPS II

0.6280

0.1422

0.8562

0.0058

6.41

0.7794

0.8575

Expanded SAPS II

0.2754

0.3832

0.8797

0.0054

6.04

0.8116

0.8787

  1. ROC, receiver operating characteristic; SAPS, Simplified Acute Physiology Score.