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. Author manuscript; available in PMC: 2017 Aug 3.
Published in final edited form as: IEEE Trans Med Imaging. 2014 Sep 26;34(2):453–464. doi: 10.1109/TMI.2014.2360496

TABLE IV.

Estimated Coverage Probabilities of 95% AUC Confidence Intervals for an Infinitely-Trained CHO With p = 18 and AUC = 0.75

Ntrain target
AUC		 Reiser resubstitution
test bootstrap		 resubstitution
train/test bootstrap		 hold-out
test bootstrap		 hold-out
train/test bootstrap
50 0.75 0.951 0.153 0 0.213 0.124
100 0.75 0.951 0.453 0.007 0.510 0.419
200 0.75 0.951 0.683 0.172 0.781 0.725
500 0.75 0.950 0.842 0.560 0.921 0.912
1000 0.75 0.949 0.897 0.754 0.942 0.950