[DOC] Workaround for sphinx reference target not found for scikit-learn 1.3.1

[ymzayek]

• Closes [DOC] Sphinx reference target failure with scikit-learn 1.3.1 #3997

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[codecov]

Codecov Report

Merging #3998 (ae85c3c) into main (3057249) will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##             main    #3998   +/-   ##
=======================================
  Coverage   91.77%   91.77%           
=======================================
  Files         134      134           
  Lines       15786    15786           
  Branches     3291     3291           
=======================================
  Hits        14487    14487           
  Misses        755      755           
  Partials      544      544           

Flag	Coverage Δ
macos-latest_3.10	91.68% <ø> (ø)
macos-latest_3.11	91.68% <ø> (ø)
macos-latest_3.8	91.64% <ø> (ø)
macos-latest_3.9	91.65% <ø> (ø)
ubuntu-latest_3.10	91.68% <ø> (ø)
ubuntu-latest_3.11	91.68% <ø> (ø)
ubuntu-latest_3.8	91.64% <ø> (ø)
ubuntu-latest_3.9	91.65% <ø> (ø)
windows-latest_3.10	91.63% <ø> (ø)
windows-latest_3.11	91.63% <ø> (ø)
windows-latest_3.8	91.59% <ø> (ø)
windows-latest_3.9	91.59% <ø> (ø)

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