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nyukat / breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
https://ieeexplore.ieee.org/document/8861376
GNU Affero General Public License v3.0
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Standard deviation in AUC #24

Closed dpetrini closed 4 years ago

dpetrini commented 4 years ago

Hi, I am performing some experiments with your models. Can you inform the formula used for calculation of standard deviation for AUCs in table S4 (pg 8 of 13) from Arxiv paper?

Thank you,

zphang commented 4 years ago

We compute the standard error of the sample mean of the AUC of our 5 ensembles, so s / sqrt(n), where n=5.