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. Author manuscript; available in PMC: 2018 Jul 30.
Published in final edited form as: Stat Med. 2017 May 2;36(17):2750–2763. doi: 10.1002/sim.7308

Table 4.

C-statistics at a training sample size of 5,000

ALB HEMO SBP DBP WT ALL
Base 0.70 0.70 0.70 0.70 0.70 0.70
Last 0.81 0.76 0.75 0.71 0.69 0.84
Mean 0.80 0.75 0.76 0.72 0.69 0.83
Max 0.78 0.75 0.74 0.70 0.70 0.81
Min 0.81 0.73 0.74 0.72 0.70 0.82
SD 0.72 0.70 0.70 0.70 0.73 0.75
Count 0.70 0.71 0.75 0.75 0.75 0.75
All Summary 0.80 0.75 0.79 0.77 0.76 0.83
JM 0.79 0.74 0.75 0.72 0.69 —
FDA 0.80 0.74 0.76 0.72 0.70 0.82
RF 0.75 0.69 0.72 0.69 0.73 0.79
LASSO 0.81 0.76 0.76 0.72 0.71 0.83