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classimbalance

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This repository implements machine learning models for predicting industrial machine failures, addressing class imbalance using SMOTE and employing ensemble methods like Random Forest and XGBoost. It includes data preprocessing, model training and evaluation to improve predictive maintenance.

  • Updated Dec 18, 2024
  • Jupyter Notebook

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