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re-Adding AI4I Predictive Maintenance Dataset #72

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Description

Adding new AI4I Predidtive Maintenance (UC Irvine ML repository) dataset (binary classification). Expected performance metrics (accuracy):

Dataset: ai4i:default.
Baseline: train (96.61), test (96.60).
XGBoost: train (99.59), test (98.40).
Include a brief summary of the proposed changes.

What changes are proposed in this pull request?

  • New feature.

Checklist:

  • My code follows the style guidelines of this project (PEP-8 with Google-style docstrings).
  • I have commented my code.
  • I have added tests that prove my fix is effective or that my feature works.
  • If applicable, new and existing unit tests pass locally with my changes.

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