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Comparing AUCs of Machine Learning Models with DeLong’s Test

glassboxmedicine.com · published 4 February 2020

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https://en.wikipedia.org/wiki/Elizabeth_DeLong
en.wikipedia.org
https://www.jstor.org/stable/pdf/2531595.pdf?seq=1
jstor.org
https://ieeexplore.ieee.org/document/6851192
ieeexplore.ieee.org
https://ncss-wpengine.netdna-ssl.com/wp-content/themes/ncss/pdf/Procedures/NCSS/Comparing_Two_ROC_Curves-Paired_Design.pdf
ncss-wpengine.netdna-ssl.com
https://en.wikipedia.org/wiki/Heaviside_step_function
en.wikipedia.org
Measuring Performance: AUC (AUROC) Read at the source ↗
glassboxmedicine.com
https://en.wikipedia.org/wiki/Mann%E2%80%93Whitney_U_test
en.wikipedia.org
http://sphweb.bumc.bu.edu/otlt/MPH-Modules/BS/BS704_HypothesisTest-Means-Proportions/BS704_HypothesisTest-Means-Proportions3.html
sphweb.bumc.bu.edu
https://www.sjsu.edu/faculty/gerstman/StatPrimer/z-two-tails.pdf
sjsu.edu
https://www.socscistatistics.com/pvalues/normaldistribution.aspx
socscistatistics.com
https://cran.r-project.org/web/packages/pROC/pROC.pdf
cran.r-project.org
https://www.rdocumentation.org/packages/pROC/versions/1.16.1/topics/roc
rdocumentation.org
https://www.rdocumentation.org/packages/pROC/versions/1.16.1/topics/roc.test
rdocumentation.org
https://en.wikipedia.org/wiki/File:Neophron_percnopterus_-_01.jpg
en.wikipedia.org