TST check n_features_in_ in pipeline module #20192
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jeremiedbb
reviewed
Jun 2, 2021
| @@ -265,7 +265,6 @@ def test_search_cv(estimator, check, request): | |||
| 'model_selection', | |||
| 'multiclass', | |||
| 'multioutput', | |||
| 'pipeline', | |||
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remark: even if removed from the list, the estimators of this module are not tested anyway (skipped in the instance constructions)
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It is true that we only have a negative test for n_features_in_ via sklearn.tests.test_metaestimator.test_meta_estimators_delegate_data_validation and _generate_meta_estimator_instances_with_pipeline that is updated in this pipeline.
It would be great to have a new positive common test for the presence of n_features_in_ on tabular dataset in sklearn.tests.test_metaestimator.
|
n_features_in_ still needs to be documented for these classes. It's not detected because it's a property (see #20190) |
Co-authored-by: Jérémie du Boisberranger <[email protected]>
ogrisel
approved these changes
Jun 3, 2021
| @@ -265,7 +265,6 @@ def test_search_cv(estimator, check, request): | |||
| 'model_selection', | |||
| 'multiclass', | |||
| 'multioutput', | |||
| 'pipeline', | |||
There was a problem hiding this comment.
It is true that we only have a negative test for n_features_in_ via sklearn.tests.test_metaestimator.test_meta_estimators_delegate_data_validation and _generate_meta_estimator_instances_with_pipeline that is updated in this pipeline.
It would be great to have a new positive common test for the presence of n_features_in_ on tabular dataset in sklearn.tests.test_metaestimator.
Co-authored-by: Jérémie du Boisberranger <[email protected]>
|
Merged to move forward. |
This was referenced Jun 7, 2021
thomasjpfan
added a commit
to thomasjpfan/scikit-learn
that referenced
this pull request
Jun 8, 2021
* TST enable test docstring params for feature extraction module (scikit-learn#20188) * DOC fix a reference in sklearn.ensemble.GradientBoostingRegressor (scikit-learn#20198) * FIX mcc zero divsion (scikit-learn#19977) * TST Add TransformedTargetRegressor to test_meta_estimators_delegate_data_validation (scikit-learn#20175) Co-authored-by: Guillaume Lemaitre <[email protected]> * TST enable n_feature_in_ test for feature_extraction module * FIX Uses points instead of pixels in plot_tree (scikit-learn#20023) * MNT n_features_in through the multiclass module (scikit-learn#20193) * CI Removes python 3.6 builds from wheel building (scikit-learn#20184) * FIX Fix typo in error message in `fetch_openml` (scikit-learn#20201) * FIX Fix error when using Calibrated with Voting (scikit-learn#20087) * FIX Fix RandomForestRegressor doesn't accept max_samples=1.0 (scikit-learn#20159) Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: Thomas J. Fan <[email protected]> * ENH Adds Poisson criterion in RandomForestRegressor (scikit-learn#19836) Co-authored-by: Christian Lorentzen <[email protected]> Co-authored-by: Alihan Zihna <[email protected]> Co-authored-by: Alihan Zihna <[email protected]> Co-authored-by: Chiara Marmo <[email protected]> Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: naozin555 <[email protected]> Co-authored-by: Venkatachalam N <[email protected]> Co-authored-by: Thomas J. Fan <[email protected]> * TST Replace assert_warns from decomposition/tests (scikit-learn#20214) * TST check n_features_in_ in pipeline module (scikit-learn#20192) Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: Jérémie du Boisberranger <[email protected]> Co-authored-by: Olivier Grisel <[email protected]> * Allow `n_knots=None` if knots are explicitly specified in `SplineTransformer` (scikit-learn#20191) Co-authored-by: Olivier Grisel <[email protected]> * FIX make check_complex_data deterministic (scikit-learn#20221) * TST test_fit_docstring_attributes include properties (scikit-learn#20190) * FIX Uses the color max for colormap in ConfusionMatrixDisplay (scikit-learn#19784) * STY Changing .format method to f-string formatting (scikit-learn#20215) * CI Adds permissions for label action Co-authored-by: Jérémie du Boisberranger <[email protected]> Co-authored-by: tsuga <[email protected]> Co-authored-by: Conner Shen <[email protected]> Co-authored-by: Guillaume Lemaitre <[email protected]> Co-authored-by: mlondschien <[email protected]> Co-authored-by: Clément Fauchereau <[email protected]> Co-authored-by: murata-yu <[email protected]> Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: Brian Sun <[email protected]> Co-authored-by: Christian Lorentzen <[email protected]> Co-authored-by: Alihan Zihna <[email protected]> Co-authored-by: Alihan Zihna <[email protected]> Co-authored-by: Chiara Marmo <[email protected]> Co-authored-by: Olivier Grisel <[email protected]> Co-authored-by: naozin555 <[email protected]> Co-authored-by: Venkatachalam N <[email protected]> Co-authored-by: Nanshan Li <[email protected]> Co-authored-by: solosilence <[email protected]>
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Towards #19333