sanjuromack
sanjuromack t1_j0l3kx3 wrote
Softmax class probabilities always have to sum to 100%, so unless you create an “other” class, this will continue to be an issue.
Just replace your the activation on your output layer with sigmoid activations, which will convert your model to a multilabel output.
sanjuromack t1_ivy3p5s wrote
Reply to [Discussion] Suggestions on how to annotate X-ray images with only radiology reports available by AJ521432
Yeah, you definitely need subject matter experts. Is this a project for work, what kind of funding and resources do you have access to?
sanjuromack t1_j0pvx5v wrote
Reply to comment by sanjuromack in [D] Is softmax a good choice for confidence? by thanderrine
Not sure why I got downvoted. This is a very common problem in industry, and often how I have my team handle it.