Fixing the output of code examples in the preprocessing chapter
Author: HallerPatrick
Pull request: yes

# What does this PR do?

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Fixes #17161 (issue)


## Before submitting
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## Who can review?

@sgugger

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Comments:
_The documentation is not available anymore as the PR was closed or merged._