sklearn/linear_model/_logistic.py:1126:40: W291 Trailing whitespace
     |
1124 |     :ref:`sphx_glr_auto_examples_classification_plot_classification_probability.py`.
1125 |
1126 |     You can find a visual example here: 
     |                                        ^ W291
1127 |     :ref:`example_linear_model_plot_logistic_path`
     |
     = help: Remove trailing whitespace

sklearn/linear_model/_ridge.py:1513:89: E501 Line too long (89 > 88)
     |
1511 |     0.9595...
1512 |
1513 |     You can find a visual example here: :ref:`example_linear_model_plot_ridge_classifier`
     |                                                                                         ^ E501
     |

sklearn/metrics/_ranking.py:12:1: I001 [*] Import block is un-sorted or un-formatted
   |
10 |   # Authors: The scikit-learn developers
11 |   # SPDX-License-Identifier: BSD-3-Clause
12 | / from sklearn.utils._array_api import bool as np_bool
13 | |
14 | |
15 | | import warnings
16 | | from functools import partial
17 | | from numbers import Integral, Real
18 | |
19 | | import numpy as np
20 | | from scipy.integrate import trapezoid
21 | | from scipy.sparse import csr_matrix, issparse
22 | | from scipy.stats import rankdata
23 | |
24 | | from ..exceptions import UndefinedMetricWarning
25 | | from ..preprocessing import label_binarize
26 | | from ..utils import (
27 | |     assert_all_finite,
28 | |     check_array,
29 | |     check_consistent_length,
30 | |     column_or_1d,
31 | | )
32 | | from ..utils._array_api import (
33 | |     _max_precision_float_dtype,
34 | |     get_namespace_and_device,
35 | |     size,
36 | | )
37 | | from ..utils._encode import _encode, _unique
38 | | from ..utils._param_validation import Interval, StrOptions, validate_params
39 | | from ..utils.multiclass import type_of_target
40 | | from ..utils.sparsefuncs import count_nonzero
41 | | from ..utils.validation import _check_pos_label_consistency, _check_sample_weight
42 | | from ._base import _average_binary_score, _average_multiclass_ovo_score
   | |_______________________________________________________________________^ I001
   |
   = help: Organize imports

sklearn/metrics/_ranking.py:12:46: F401 [*] `sklearn.utils._array_api.bool` imported but unused
   |
10 | # Authors: The scikit-learn developers
11 | # SPDX-License-Identifier: BSD-3-Clause
12 | from sklearn.utils._array_api import bool as np_bool
   |                                              ^^^^^^^ F401
   |
   = help: Remove unused import: `sklearn.utils._array_api.bool`

Found 4 errors.
[*] 2 fixable with the `--fix` option (1 hidden fix can be enabled with the `--unsafe-fixes` option).

sklearn/metrics/_ranking.py:12: error: Module "sklearn.utils._array_api" has no attribute "bool"  [attr-defined]
Found 1 error in 1 file (checked 563 source files)