dhimmel
commented
5 years ago In the following plot, is the x-axis the regularization parameter?
At low values, the performance is erratic. Erratic is bad. Why is the performance erratic? Personally 0.4 looks best to me, but I'd like to understand how the erratic performance is sometimes giving such high AUROC.
Let's chat.
This is PR is part of the refactoring process. There are minor script changes to fix bugs or add needed functions. The bigger change is the notebook that is being uploaded. It contains the results for bench-marking the generative model. Finally figured out the problem, which was that there wasn't enough regularization and the model weights were doing whatever they wanted. Now that has been solved, I have achieved aurocs close to 70%.