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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 3.

Average standard deviation of the c-statistics

250 500 1000 5000
Base 0.014 0.009 0.003 0.001
Last 0.023 0.010 0.004 0.001
Mean 0.017 0.008 0.004 0.001
Max 0.021 0.007 0.004 0.001
Min 0.017 0.009 0.005 0.001
SD 0.018 0.011 0.006 0.001
Count 0.021 0.013 0.006 0.002
All Summary 0.028 0.014 0.007 0.002
JM 0.032 0.028 0.009 0.002
FDA 0.019 0.012 0.006 0.002
RF 0.048 0.026 0.013 0.008
LASSO 0.042 0.022 0.007 0.002