============================= test session starts ==============================
platform darwin -- Python 3.14.3, pytest-9.0.2, pluggy-1.6.0 -- /Users/kartikeyamandhar/Documents/sliceval/.venv/bin/python3.14
cachedir: .pytest_cache
rootdir: /Users/kartikeyamandhar/Documents/sliceval
configfile: pyproject.toml
collecting ... collected 107 items

tests/test_stress.py::test_binary_classification[rf-breast_cancer] PASSED [  0%]
tests/test_stress.py::test_binary_classification[rf-make_moons] PASSED   [  1%]
tests/test_stress.py::test_binary_classification[rf-make_circles] PASSED [  2%]
tests/test_stress.py::test_binary_classification[rf-make_clf_100x10] PASSED [  3%]
tests/test_stress.py::test_binary_classification[rf-make_clf_100x20] PASSED [  4%]
tests/test_stress.py::test_binary_classification[rf-make_clf_imbalanced] PASSED [  5%]
tests/test_stress.py::test_binary_classification[rf-make_clf_noisy] PASSED [  6%]
tests/test_stress.py::test_binary_classification[gbm-breast_cancer] PASSED [  7%]
tests/test_stress.py::test_binary_classification[gbm-make_moons] PASSED  [  8%]
tests/test_stress.py::test_binary_classification[gbm-make_circles] PASSED [  9%]
tests/test_stress.py::test_binary_classification[gbm-make_clf_100x10] PASSED [ 10%]
tests/test_stress.py::test_binary_classification[gbm-make_clf_100x20] PASSED [ 11%]
tests/test_stress.py::test_binary_classification[gbm-make_clf_imbalanced] PASSED [ 12%]
tests/test_stress.py::test_binary_classification[gbm-make_clf_noisy] PASSED [ 13%]
tests/test_stress.py::test_binary_classification[lr-breast_cancer] PASSED [ 14%]
tests/test_stress.py::test_binary_classification[lr-make_moons] PASSED   [ 14%]
tests/test_stress.py::test_binary_classification[lr-make_circles] PASSED [ 15%]
tests/test_stress.py::test_binary_classification[lr-make_clf_100x10] PASSED [ 16%]
tests/test_stress.py::test_binary_classification[lr-make_clf_100x20] PASSED [ 17%]
tests/test_stress.py::test_binary_classification[lr-make_clf_imbalanced] PASSED [ 18%]
tests/test_stress.py::test_binary_classification[lr-make_clf_noisy] PASSED [ 19%]
tests/test_stress.py::test_binary_classification[dt-breast_cancer] PASSED [ 20%]
tests/test_stress.py::test_binary_classification[dt-make_moons] PASSED   [ 21%]
tests/test_stress.py::test_binary_classification[dt-make_circles] PASSED [ 22%]
tests/test_stress.py::test_binary_classification[dt-make_clf_100x10] PASSED [ 23%]
tests/test_stress.py::test_binary_classification[dt-make_clf_100x20] PASSED [ 24%]
tests/test_stress.py::test_binary_classification[dt-make_clf_imbalanced] PASSED [ 25%]
tests/test_stress.py::test_binary_classification[dt-make_clf_noisy] PASSED [ 26%]
tests/test_stress.py::test_binary_classification[knn-breast_cancer] PASSED [ 27%]
tests/test_stress.py::test_binary_classification[knn-make_moons] PASSED  [ 28%]
tests/test_stress.py::test_binary_classification[knn-make_circles] PASSED [ 28%]
tests/test_stress.py::test_binary_classification[knn-make_clf_100x10] PASSED [ 29%]
tests/test_stress.py::test_binary_classification[knn-make_clf_100x20] PASSED [ 30%]
tests/test_stress.py::test_binary_classification[knn-make_clf_imbalanced] PASSED [ 31%]
tests/test_stress.py::test_binary_classification[knn-make_clf_noisy] PASSED [ 32%]
tests/test_stress.py::test_binary_classification[nb-breast_cancer] PASSED [ 33%]
tests/test_stress.py::test_binary_classification[nb-make_moons] PASSED   [ 34%]
tests/test_stress.py::test_binary_classification[nb-make_circles] PASSED [ 35%]
tests/test_stress.py::test_binary_classification[nb-make_clf_100x10] PASSED [ 36%]
tests/test_stress.py::test_binary_classification[nb-make_clf_100x20] PASSED [ 37%]
tests/test_stress.py::test_binary_classification[nb-make_clf_imbalanced] PASSED [ 38%]
tests/test_stress.py::test_binary_classification[nb-make_clf_noisy] PASSED [ 39%]
tests/test_stress.py::test_binary_classification[svc-breast_cancer] PASSED [ 40%]
tests/test_stress.py::test_binary_classification[svc-make_moons] PASSED  [ 41%]
tests/test_stress.py::test_binary_classification[svc-make_circles] PASSED [ 42%]
tests/test_stress.py::test_binary_classification[svc-make_clf_100x10] PASSED [ 42%]
tests/test_stress.py::test_binary_classification[svc-make_clf_100x20] PASSED [ 43%]
tests/test_stress.py::test_binary_classification[svc-make_clf_imbalanced] PASSED [ 44%]
tests/test_stress.py::test_binary_classification[svc-make_clf_noisy] PASSED [ 45%]
tests/test_stress.py::test_multiclass_classification[rf-iris] PASSED     [ 46%]
tests/test_stress.py::test_multiclass_classification[rf-wine] PASSED     [ 47%]
tests/test_stress.py::test_multiclass_classification[rf-digits_subset] PASSED [ 48%]
tests/test_stress.py::test_multiclass_classification[rf-make_blobs_5] PASSED [ 49%]
tests/test_stress.py::test_multiclass_classification[gbm-iris] PASSED    [ 50%]
tests/test_stress.py::test_multiclass_classification[gbm-wine] PASSED    [ 51%]
tests/test_stress.py::test_multiclass_classification[gbm-digits_subset] PASSED [ 52%]
tests/test_stress.py::test_multiclass_classification[gbm-make_blobs_5] PASSED [ 53%]
tests/test_stress.py::test_multiclass_classification[lr-iris] PASSED     [ 54%]
tests/test_stress.py::test_multiclass_classification[lr-wine] PASSED     [ 55%]
tests/test_stress.py::test_multiclass_classification[lr-digits_subset] PASSED [ 56%]
tests/test_stress.py::test_multiclass_classification[lr-make_blobs_5] PASSED [ 57%]
tests/test_stress.py::test_multiclass_classification[dt-iris] PASSED     [ 57%]
tests/test_stress.py::test_multiclass_classification[dt-wine] PASSED     [ 58%]
tests/test_stress.py::test_multiclass_classification[dt-digits_subset] PASSED [ 59%]
tests/test_stress.py::test_multiclass_classification[dt-make_blobs_5] PASSED [ 60%]
tests/test_stress.py::test_multiclass_classification[knn-iris] PASSED    [ 61%]
tests/test_stress.py::test_multiclass_classification[knn-wine] PASSED    [ 62%]
tests/test_stress.py::test_multiclass_classification[knn-digits_subset] PASSED [ 63%]
tests/test_stress.py::test_multiclass_classification[knn-make_blobs_5] PASSED [ 64%]
tests/test_stress.py::test_regression[rf-diabetes] PASSED                [ 65%]
tests/test_stress.py::test_regression[rf-california_housing] PASSED      [ 66%]
tests/test_stress.py::test_regression[rf-make_reg_10] PASSED             [ 67%]
tests/test_stress.py::test_regression[rf-make_reg_20] PASSED             [ 68%]
tests/test_stress.py::test_regression[gbm-diabetes] PASSED               [ 69%]
tests/test_stress.py::test_regression[gbm-california_housing] PASSED     [ 70%]
tests/test_stress.py::test_regression[gbm-make_reg_10] PASSED            [ 71%]
tests/test_stress.py::test_regression[gbm-make_reg_20] PASSED            [ 71%]
tests/test_stress.py::test_regression[ridge-diabetes] PASSED             [ 72%]
tests/test_stress.py::test_regression[ridge-california_housing] PASSED   [ 73%]
tests/test_stress.py::test_regression[ridge-make_reg_10] PASSED          [ 74%]
tests/test_stress.py::test_regression[ridge-make_reg_20] PASSED          [ 75%]
tests/test_stress.py::test_regression[lasso-diabetes] PASSED             [ 76%]
tests/test_stress.py::test_regression[lasso-california_housing] PASSED   [ 77%]
tests/test_stress.py::test_regression[lasso-make_reg_10] PASSED          [ 78%]
tests/test_stress.py::test_regression[lasso-make_reg_20] PASSED          [ 79%]
tests/test_stress.py::test_regression[dt-diabetes] PASSED                [ 80%]
tests/test_stress.py::test_regression[dt-california_housing] PASSED      [ 81%]
tests/test_stress.py::test_regression[dt-make_reg_10] PASSED             [ 82%]
tests/test_stress.py::test_regression[dt-make_reg_20] PASSED             [ 83%]
tests/test_stress.py::test_regression[knn-diabetes] PASSED               [ 84%]
tests/test_stress.py::test_regression[knn-california_housing] PASSED     [ 85%]
tests/test_stress.py::test_regression[knn-make_reg_10] PASSED            [ 85%]
tests/test_stress.py::test_regression[knn-make_reg_20] PASSED            [ 86%]
tests/test_stress.py::test_discovery_variants[1-tree] PASSED             [ 87%]
tests/test_stress.py::test_discovery_variants[1-beam] PASSED             [ 88%]
tests/test_stress.py::test_discovery_variants[2-tree] PASSED             [ 89%]
tests/test_stress.py::test_discovery_variants[2-beam] PASSED             [ 90%]
tests/test_stress.py::test_discovery_variants[3-tree] PASSED             [ 91%]
tests/test_stress.py::test_discovery_variants[3-beam] PASSED             [ 92%]
tests/test_stress.py::test_ci_methods[bootstrap] PASSED                  [ 93%]
tests/test_stress.py::test_ci_methods[wilson] PASSED                     [ 94%]
tests/test_stress.py::test_single_feature_dataset PASSED                 [ 95%]
tests/test_stress.py::test_many_features PASSED                          [ 96%]
tests/test_stress.py::test_perfectly_separable PASSED                    [ 97%]
tests/test_stress.py::test_all_same_prediction PASSED                    [ 98%]
tests/test_stress.py::test_high_cardinality_feature PASSED               [ 99%]
tests/test_stress.py::test_report_plot_does_not_crash SKIPPED (matpl...) [100%]

=============================== warnings summary ===============================
tests/test_stress.py::test_binary_classification[lr-breast_cancer]
tests/test_stress.py::test_multiclass_classification[lr-wine]
tests/test_stress.py::test_ci_methods[bootstrap]
tests/test_stress.py::test_ci_methods[wilson]
  /Users/kartikeyamandhar/Documents/sliceval/.venv/lib/python3.14/site-packages/sklearn/linear_model/_logistic.py:406: ConvergenceWarning: lbfgs failed to converge after 1000 iteration(s) (status=1):
  STOP: TOTAL NO. OF ITERATIONS REACHED LIMIT
  
  Increase the number of iterations to improve the convergence (max_iter=1000).
  You might also want to scale the data as shown in:
      https://scikit-learn.org/stable/modules/preprocessing.html
  Please also refer to the documentation for alternative solver options:
      https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression
    n_iter_i = _check_optimize_result(

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
============ 106 passed, 1 skipped, 4 warnings in 165.48s (0:02:45) ============
