Table 3.

Performance of global and clustering models (GLM model: generalized linear models with variables according ICU mortality table; Global model: GLM model with important variables according to information value analysis for ICU mortality; A, B and C Phenotypes: GLM models with important variables according to information value analysis for each cluster)

Variable	Classic model	Automatic model	A Phenotype	B phenotype	C phenotype
No. patients	2022	2017	537	623	857
Variables included	25	25	26	19	18
Accuracy	0.78	0.77	0.86	0.80	0.72
Sensitivity	0.88	0.88	0.94	0.92	0.71
Specificity	0.45	0.54	0.55	0.47	0.73
AUC ROC	0.83	0.83	0.90	0.85	0.79