Doc Fix swapped axes in linear model coefficient plots (Issue #32706) #32709
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…n#32706) Corrected two instances where AGE and EXPERIENCE coefficients were plotted in the wrong order. This aligns the scatter plots with the axis labels and fixes the inconsistency raised in Issue scikit-learn#32706.
ArturoAmorQ
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Nov 17, 2025
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ArturoAmorQ
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Hi @faizanhuda12, thanks for addressing this issue. Maybe I am just being a bit nitpicky here, but for me it would make more sense to just swap xlim <-> ylim. What do you think?
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Corrected two instances where AGE and EXPERIENCE coefficients were plotted in the wrong order.
This aligns the scatter plots with the axis labels and fixes the inconsistency raised in Issue #32706.
Reference Issues/PRs
Fixes #32706
What does this implement/fix? Explain your changes.
This PR updates two
plt.scatter()calls in the linear model coefficient interpretation example whereAGEandEXPERIENCEwere plotted in the wrong order.According to the axis labeling (Experience on the x-axis and Age on the y-axis), the arguments to
plt.scatter()needed to be swapped. Both plots have now been corrected for consistency.Any other comments?
The modification affects only example documentation code and does not change any library behavior.