anthony-wang / anthony-wang/CrabNet

the classification criterion doesn't factor in the uncertainty - does this mean ignore the uncertainty for classification?

Open
#20 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
132
Forks
42
PR merge metrics
No merged PRs in 30d

Description

i.e. `log_std` is an unused parameter in the classification `criterion`:
https://github.com/anthony-wang/CrabNet/blob/a5be06f75b3e524a4485fe00139c5c06aea9cfe5/utils/utils.py#L263-L265

If this is the case, should the uncertainty output from CrabNet be ignored by the user during classification? In other words, are the uncertainty values essentially just a bunch of random numbers for classification?

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.