Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[tabular] Add secondary_decision_thresholds to calibrate_decision_threshold #4136

Merged

Conversation

Innixma
Copy link
Contributor

@Innixma Innixma commented Apr 24, 2024

Issue #, if available:

Description of changes:

Adds secondary_decision_thresholds argument to decision threshold calibration.
This enables a 2nd-round fine-grained search of the optimal threshold.

In total this is 25% faster with 10x finer granularity than the previous implementation.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@Innixma Innixma added enhancement New feature or request module: tabular labels Apr 24, 2024
@Innixma Innixma added this to the 1.1.1 Release milestone Apr 24, 2024
@yinweisu
Copy link
Collaborator

Previous CI Run Current CI Run
botocore==1.34.90 botocore==1.34.91
mypy==1.9.0 mypy==1.10.0
referencing==0.34.0 referencing==0.35.0
langcodes==3.3.0 langcodes==3.4.0
boto3==1.34.90 boto3==1.34.91
botocore==1.34.90 botocore==1.34.91
mypy==1.9.0 mypy==1.10.0
referencing==0.34.0 referencing==0.35.0
langcodes==3.3.0 langcodes==3.4.0
boto3==1.34.90 boto3==1.34.91
- marisa-trie==1.1.0
- language_data==1.2.0

Copy link
Contributor

@rey-allan rey-allan left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Ship it!


For visibility, had a discussion with Nick offline re:making it more generic and allowing users to specify the number of calibration phases. We agreed that having more than 2 phases would lead to searching spaces that are too small. This would increase time without really adding any benefit to performance.

@Innixma Innixma merged commit 7fa5dc3 into autogluon:master Apr 25, 2024
28 checks passed
Copy link

Job PR-4136-26f1a6a is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-4136/26f1a6a/index.html

LennartPurucker pushed a commit to LennartPurucker/autogluon that referenced this pull request Jun 1, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request module: tabular
Projects
None yet
Development

Successfully merging this pull request may close these issues.

None yet

3 participants