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Move grid search illustration to first GridSearchCV notebook #755

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ArturoAmorQ
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Fixes #752. This PR:

Discussing with @ogrisel we thought that this one can be updated in FUN even if new users start having a slightly different version, but I would rather have the @glemaitre and @lesteve opinions.

# can be shown schematically as follows
#
# ![Cross-validation tuning
# diagram](../figures/cross_validation_train_test_diagram.png)
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I would keep the figure in this notebook too, this helps having both figures (train-test split + GridSearchCV and nested cross validation) in the same notebook to be able to see how to go from one to the other without having to find where in a previous notebook the other diagram was shown.

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I agree, it's fine to repeat this diagram here because it matches the context and the title of the section.

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Add GridSearchCV + train-test split figure in first GridSearchCV notebook
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