The uncertainty with using risk prediction models for individual decision making: an exemplar cohort study examining the prediction of cardiovascular disease in English primary care

Table 3 Performance metrics for each of the models

Measure	Model A	Model B	Model C	Model D	Model E	Model F
Female
IBS	0.02	0.02	0.02	0.02	NA	NA
R²_IBS	0.12	0.13	0.13	0.13	NA	NA
R²_PM	0.65	0.65	0.66	0.67	0.67	0.67
Ρ²_k	0.85	0.86	0.86	0.86	0.86	NA
Ρ_w,a	0.76	0.76	0.76	0.77	0.77	0.77
R²	0.62	0.62	0.63	0.63	0.64	NA
D	2.39	2.42	2.49	2.52	2.52	2.55
R²_D	0.58	0.58	0.60	0.60	0.60	0.61
C_H	0.86	0.87	0.87	0.87	0.87	0.87
C_U	0.85	0.86	0.86	0.86	0.86	0.88
C_GH	0.81	0.82	0.82	0.82	NA	NA
Male
IBS	0.03	0.03	0.03	0.03	NA	NA
R²_IBS	0.12	0.12	0.12	0.12	NA	NA
R²_PM	0.62	0.63	0.63	0.63	0.64	0.64
Ρ²_k	0.78	0.79	0.79	0.79	NA	NA
Ρ_w,a	0.73	0.73	0.73	0.74	0.74	0.75
R²	0.49	0.49	0.50	0.50	NA	NA
D	2.12	2.12	2.18	2.21	2.21	2.24
R²_D	0.52	0.52	0.53	0.54	0.54	0.55
C_H	0.84	0.84	0.84	0.84	0.84	0.85
C_U	0.75	0.74	0.74	0.74	0.74	0.77
C_GH	0.81	0.81	0.81	0.82	NA	NA

ISSN: 1741-7015