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[Doc] Add Kaggle Playground Series S6E5 winning solution#12267

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[Doc] Add Kaggle Playground Series S6E5 winning solution#12267
Ppp2048 wants to merge 1 commit into
dmlc:masterfrom
Ppp2048:docs/update-xgboost-winning-solutions

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@Ppp2048 Ppp2048 commented Jun 25, 2026

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Summary

This PR updates demo/README.md by adding the 1st place winning solution for the Kaggle Playground Series S6E5 (Predicting F1 Pit Stops) competition.

The winning solution used XGBoost as part of an ensemble, and includes a link to the competition write-up.

Closes #6173

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[Doc] Update list of winning solutions in data science competitions using XGBoost

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