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  • Fixed multiple compatibility issues with recent scikit-learn versions
  • Replaced deprecated parameters and removed reliance on internal APIs
  • Fixed matplotlib plotting errors
  • Added robust evaluation metrics and residual analysis
  • Ensured notebook runs end-to-end without errors

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