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Supervised Machine Learning

Classification using Tree-Based Methods


Supervised Machine Learning project with the purpose of solving a classification problem with real data.

The following models were used and compared:

  • Decision Tree
  • Random Forest
  • Adaptive Boosting
  • Gradient Boosting
  • Grid Search with cross-validation

Software and Libraries: Python, Scikit-Learn, Pandas, Matplotlib, Numpy, Seaborn

Project source: Pierian Data Inc.

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Supervised Machine Learning

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