Skip to content

ENH: GP hyperparameter selection by cross-validation#34

Draft
jhlegarreta wants to merge 2 commits into
nipreps:mainfrom
jhlegarreta:cv-hyperparameter-selection
Draft

ENH: GP hyperparameter selection by cross-validation#34
jhlegarreta wants to merge 2 commits into
nipreps:mainfrom
jhlegarreta:cv-hyperparameter-selection

Conversation

@jhlegarreta

Copy link
Copy Markdown
Contributor

No description provided.

…tion

Initial implementation of a cross-validated hyperparameter selection.

Add `ConfigSpace` and `smac` to the list of dependencies.
@jhlegarreta

Copy link
Copy Markdown
Contributor Author

Transfer from nipreps/eddymotion#250.

@codecov

codecov Bot commented Dec 22, 2024

Copy link
Copy Markdown

Codecov Report

❌ Patch coverage is 37.03704% with 17 lines in your changes missing coverage. Please review.
✅ Project coverage is 65.03%. Comparing base (6b6ba70) to head (7902bd2).
⚠️ Report is 903 commits behind head on main.

Files with missing lines Patch % Lines
src/nifreeze/model/gpr.py 37.03% 16 Missing and 1 partial ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main      #34      +/-   ##
==========================================
- Coverage   65.84%   65.03%   -0.82%     
==========================================
  Files          18       18              
  Lines         931      958      +27     
  Branches      119      120       +1     
==========================================
+ Hits          613      623      +10     
- Misses        274      290      +16     
- Partials       44       45       +1     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants