Fix detection of inverse transform for target transformers and hyperparameter tuning

[fraimondo]

Fix #249

[codecov[bot]]

Codecov Report

Attention: 1 lines in your changes are missing coverage. Please review.

Comparison is base (8ab83b1) 92.53% compared to head (3c09ea4) 92.50%.

Additional details and impacted files

[](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml) ```diff @@ Coverage Diff @@ ## main #250 +/- ## ========================================== - Coverage 92.53% 92.50% -0.03% ========================================== Files 56 56 Lines 2679 2683 +4 Branches 480 482 +2 ========================================== + Hits 2479 2482 +3 Misses 129 129 - Partials 71 72 +1 ``` | [Flag](https://app.codecov.io/gh/juaml/julearn/pull/250/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml) | Coverage Δ | | |---|---|---| | [docs](https://app.codecov.io/gh/juaml/julearn/pull/250/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml) | `100.00% <ø> (ø)` | | | [julearn](https://app.codecov.io/gh/juaml/julearn/pull/250/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml) | `92.50% <83.33%> (-0.03%)` | :arrow_down: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#carryforward-flags-in-the-pull-request-comment) to find out more. | [Files](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml) | Coverage Δ | | |---|---|---| | [julearn/base/column\_types.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9iYXNlL2NvbHVtbl90eXBlcy5weQ==) | `95.77% <ø> (ø)` | | | [julearn/base/estimators.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9iYXNlL2VzdGltYXRvcnMucHk=) | `94.73% <ø> (ø)` | | | [julearn/config.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9jb25maWcucHk=) | `100.00% <ø> (ø)` | | | [julearn/conftest.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9jb25mdGVzdC5weQ==) | `100.00% <ø> (ø)` | | | [julearn/inspect/\_cv.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9pbnNwZWN0L19jdi5weQ==) | `86.02% <ø> (ø)` | | | [julearn/inspect/\_preprocess.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9pbnNwZWN0L19wcmVwcm9jZXNzLnB5) | `100.00% <ø> (ø)` | | | [julearn/model\_selection/available\_searchers.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9tb2RlbF9zZWxlY3Rpb24vYXZhaWxhYmxlX3NlYXJjaGVycy5weQ==) | `100.00% <ø> (ø)` | | | [...arn/model\_selection/continuous\_stratified\_kfold.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9tb2RlbF9zZWxlY3Rpb24vY29udGludW91c19zdHJhdGlmaWVkX2tmb2xkLnB5) | `85.00% <ø> (ø)` | | | [julearn/model\_selection/stratified\_bootstrap.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9tb2RlbF9zZWxlY3Rpb24vc3RyYXRpZmllZF9ib290c3RyYXAucHk=) | `100.00% <ø> (ø)` | | | [julearn/models/available\_models.py](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml#diff-anVsZWFybi9tb2RlbHMvYXZhaWxhYmxlX21vZGVscy5weQ==) | `100.00% <ø> (ø)` | | | ... and [25 more](https://app.codecov.io/gh/juaml/julearn/pull/250?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=juaml) | |

[github-actions[bot]]

PR Preview Action v1.4.6 :---: Preview removed because the pull request was closed. 2024-02-02 12:50 UTC