averaging ROC curve for neural networks after some iterations
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How to average several ROC curves and their related AUC for Neural Network in Matlab (both vertical averaging and threshold averaging to plot ROC)? In fact, ROC curves belongs to different iterations of a loop. Regards,
1 Comment
Greg Heath
on 17 Oct 2015
I don't understand. What differentiates one ROC curve from another that make the average meaningful?
Accepted Answer
Greg Heath
on 17 Oct 2015
There is nothing meaningful in averaging ROC curves obtained from different stages in training.
Hope this helps.
Thank you for formally accepting my answer
Greg
2 Comments
Greg Heath
on 18 Oct 2015
I think you misunderstood 2 significant points.
1. The averaging is not the averaging of the ROC curve for a single classifier in different stages of training.
2. JAVA as well as PYTHON code is available for download. Therefore, there may be a better chance for you to obtain a translation
Greg
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