You seemed to sample a random number of positive and negative samples to compute the loss and AUC-ROC. For loss, this could be fine, but regarding the AUC-ROC, did you use the same pipeline for the test dataset when measuring the model performance? If so, what's the performance given the entire surface?
Dear Authors,
Thank you for sharing the work and code! I have some problems regarding the AUC-ROC and loss function part. In
You seemed to sample a random number of positive and negative samples to compute the loss and AUC-ROC. For loss, this could be fine, but regarding the AUC-ROC, did you use the same pipeline for the test dataset when measuring the model performance? If so, what's the performance given the entire surface?
Best, Wenkai