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Add utility for correlated feature reduction and model check - #24

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codex/compute-correlation-matrix-and-reduce-features
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Add utility for correlated feature reduction and model check#24
holguinmora123 wants to merge 1 commit into
mainfrom
codex/compute-correlation-matrix-and-reduce-features

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@holguinmora123

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Summary

  • add reduce_correlated_features to remove highly correlated features, evaluate via random forest, and report feature importance
  • include runnable demo on synthetic classification data
  • inline correlation-based feature reduction steps directly in the multi-label features notebook

Testing

  • python -m py_compile correlation_feature_selection.py
  • python correlation_feature_selection.py
  • python -m json.tool '2. XAUUSD_MultyLabel_Features.ipynb'

https://chatgpt.com/codex/tasks/task_e_68c471295d6c8328ac6f326d7f2d7a24

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Codex Review: Here are some suggestions.

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Comment thread correlation_feature_selection.py
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