speed up autoplot example

[zachmayer]

Modify the autoplot example so it runs in <1 second on most platforms

[coderabbitai]

Walkthrough

The pull request introduces version 4.0.1 of the caretEnsemble package, focusing on performance enhancements, particularly for the autoplot function, which is now optimized for faster execution. The documentation for the caretStack function has been updated to provide a clearer example of its usage. No changes were made to the declarations of exported or public entities.

Changes

File	Change Summary
NEWS.md	Updated to reflect the introduction of version 4.0.1 and performance improvements for autoplot.
R/caretStack.R	Modified example usage of caretStack in documentation for stackedTrainResiduals for clarity.

Assessment against linked issues

Objective	Addressed	Explanation
Improve performance of autoplot	✅
Clarify documentation for caretStack	✅

Possibly related issues

• None identified.

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Recent review details

Configuration used: .coderabbit.yaml
Review profile: CHILL

Commits

Files that changed from the base of the PR and between 02478d0 and e4a8e4e.

Files selected for processing (2)

• NEWS.md (1 hunks)
• R/caretStack.R (1 hunks)

Files skipped from review due to trivial changes (1)

• NEWS.md

Additional comments not posted (1)

R/caretStack.R (1)

463-463: LGTM! The example change enhances clarity.

The modification to the example usage of caretStack in the documentation for stackedTrainResiduals provides a clearer demonstration of how to use the function with a specific method and a limited set of models. This change enhances clarity for users by illustrating a more controlled scenario for stacking models, while the overall functionality of caretStack remains unchanged.

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