search

mad-lab-fau / BioPsyKit

A Python package for the analysis of biopsychological data.
MIT License
39 stars 8 forks source link

More flexibility for hyperparameter search in biopsykit.classification #20

Closed richrobe closed 2 years ago

richrobe commented 2 years ago

This PR adds more flexibility to the hyperparameter search in the module biopsykit.classification. Instead of being forced to use grid-search users can now specify for each pipeline combination individually whether to use grid-search or randomized-search for hyperparameter search.

codecov[bot] commented 2 years ago

Codecov Report

Merging #20 (8952b55) into main (9464600) will decrease coverage by 0.12%. The diff coverage is 17.94%.

Impacted file tree graph

@@            Coverage Diff             @@
##             main      #20      +/-   ##
==========================================
- Coverage   49.41%   49.29%   -0.13%     
==========================================
  Files          93       93              
  Lines        7303     7335      +32     
  Branches     1378     1385       +7     
==========================================
+ Hits         3609     3616       +7     
- Misses       3625     3650      +25     
  Partials       69       69
Impacted Files Coverage Δ
...ation/model_selection/sklearn_pipeline_permuter.py 20.11% <15.09%> (+0.40%) :arrow_up:
...psykit/classification/model_selection/nested_cv.py 23.80% <17.39%> (-0.52%) :arrow_down:
...opsykit/classification/model_selection/__init__.py 100.00% <100.00%> (ø)

Continue to review full report at Codecov.

Legend - Click here to learn more Δ = absolute <relative> (impact), ø = not affected, ? = missing data Powered by Codecov. Last update 9464600...8952b55. Read the comment docs.