Hi,
I am wondering to know if there is any Python or Matlab tools or codes to compare AUCs of two different experiments to investigate their statistical difference (calculating p-value, ...)
Thanks in advance
You can follow this post to get a better idea - http://statistics4everyone.blogspot.com/2017/04/comparison-of-two-tests-in-sensitivity.html
moreover, you can also visit Spatial Efficiency metric (SPAEF) tools which are quite robust - http://space.geus.dk/tools_products/index.html
Amirreza Mahbod Perhaps you are looking for :
sklearn.metrics.roc_auc_score ?
you can use bootstrapping to get confidence intervals.
then compare the bootstrapped histograms.
you could also use a t test to compare mean AUC values but it has assumptions, so beware!
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