FIX worklow issue with macos-python3.11

[BaptisteCalot]

Description

With this PR : ENH: move get_true_label_position to utils in classification #427, something is wrong with the unitary test in the CI for mac OS.

I want to check whether the issue stems from the modifications that have been made in this PR or if this problem has been there from the beginning

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 100.00%. Comparing base (614293e) to head (f8a0305).
Report is 284 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##            master      #429    +/-   ##
==========================================
  Coverage   100.00%   100.00%            
==========================================
  Files           39        39            
  Lines         4616      4895   +279     
  Branches       487       774   +287     
==========================================
+ Hits          4616      4895   +279     

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[LacombeLouis]

It seems to work with the following env shown below. Hence, this issue seems to be with the python version (3.11 now and 3.10 in this version) and compatibility with joblib library as shown in these issues: link1, link2.

# This file may be used to create an environment using:
# $ conda create --name <env> --file <this file>
# platform: osx-64
@EXPLICIT
https://repo.anaconda.com/pkgs/main/osx-64/bzip2-1.0.8-h6c40b1e_5.conda
https://repo.anaconda.com/pkgs/main/osx-64/ca-certificates-2024.3.11-hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/libcxx-14.0.6-h9765a3e_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/llvm-openmp-14.0.6-h0dcd299_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/ncurses-6.4-hcec6c5f_0.conda
https://repo.anaconda.com/pkgs/main/noarch/tzdata-2024a-h04d1e81_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/xz-5.4.6-h6c40b1e_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/zlib-1.2.13-h4dc903c_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/libffi-3.3-hb1e8313_2.conda
https://repo.anaconda.com/pkgs/main/osx-64/libgfortran5-11.3.0-h9dfd629_28.conda
https://repo.anaconda.com/pkgs/main/osx-64/openssl-1.1.1w-hca72f7f_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/readline-8.2-hca72f7f_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/tk-8.6.12-h5d9f67b_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/libgfortran-5.0.0-11_3_0_hecd8cb5_28.conda
https://repo.anaconda.com/pkgs/main/osx-64/sqlite-3.41.2-h6c40b1e_0.conda
https://conda.anaconda.org/conda-forge/osx-64/libopenblas-0.3.21-openmp_h429af6e_3.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/python-3.10.0-hdfd78df_5.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/brotli-python-1.0.9-py310he9d5cce_7.conda
https://repo.anaconda.com/pkgs/main/osx-64/certifi-2024.2.2-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/noarch/charset-normalizer-2.0.4-pyhd3eb1b0_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/exceptiongroup-1.2.0-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/idna-3.4-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/noarch/iniconfig-1.1.1-pyhd3eb1b0_0.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/joblib-1.2.0-py310hecd8cb5_0.conda
https://conda.anaconda.org/conda-forge/osx-64/libblas-3.9.0-16_osx64_openblas.tar.bz2
https://repo.anaconda.com/pkgs/main/noarch/mccabe-0.7.0-pyhd3eb1b0_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/mypy_extensions-1.0.0-py310hecd8cb5_0.conda
https://conda.anaconda.org/conda-forge/osx-64/openblas-0.3.21-openmp_hbefa662_3.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/packaging-23.2-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pluggy-1.0.0-py310hecd8cb5_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/psutil-5.9.0-py310hca72f7f_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pycodestyle-2.11.1-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pyflakes-3.2.0-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pysocks-1.7.1-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/noarch/python-tzdata-2023.3-pyhd3eb1b0_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pytz-2023.3.post1-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/setuptools-68.2.2-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/noarch/six-1.16.0-pyhd3eb1b0_1.conda
https://repo.anaconda.com/pkgs/main/noarch/threadpoolctl-2.2.0-pyh0d69192_0.conda
https://repo.anaconda.com/pkgs/main/noarch/toml-0.10.2-pyhd3eb1b0_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/tomli-2.0.1-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/typed-ast-1.5.5-py310h6c40b1e_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/typing_extensions-4.9.0-py310hecd8cb5_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/wheel-0.41.2-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/coverage-7.2.2-py310h6c40b1e_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/flake8-7.0.0-py310hecd8cb5_0.conda
https://conda.anaconda.org/conda-forge/osx-64/libcblas-3.9.0-16_osx64_openblas.tar.bz2
https://conda.anaconda.org/conda-forge/osx-64/liblapack-3.9.0-16_osx64_openblas.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/pip-23.3.1-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pytest-7.4.0-py310hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/noarch/python-dateutil-2.8.2-pyhd3eb1b0_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/typing-extensions-4.9.0-py310hecd8cb5_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/urllib3-2.1.0-py310hecd8cb5_1.conda
https://conda.anaconda.org/conda-forge/osx-64/liblapacke-3.9.0-16_osx64_openblas.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/mypy-1.8.0-py310h6c40b1e_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pytest-cov-4.1.0-py310hecd8cb5_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/requests-2.31.0-py310hecd8cb5_1.conda
https://conda.anaconda.org/conda-forge/osx-64/blas-devel-3.9.0-16_osx64_openblas.tar.bz2
https://repo.anaconda.com/pkgs/main/noarch/codecov-2.1.11-pyhd3eb1b0_0.conda
https://conda.anaconda.org/conda-forge/osx-64/blas-2.116-openblas.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/numpy-base-1.25.2-py310hd8f4981_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/numpy-1.25.2-py310hf6dca73_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/bottleneck-1.3.7-py310h7b7cdfe_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/numexpr-2.8.7-py310hf6dca73_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/scipy-1.12.0-py310ha516a68_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pandas-2.2.1-py310hcec6c5f_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/scikit-learn-1.3.0-py310h3ea8b11_1.conda

[LacombeLouis]

@vincentblot28 what do you think about this fix? We will need to check out for a correction in python 3.11, but I think this solves the issue temporarily.