Maruf Bepary

Adult Income Prediction

A project leveraging the UCI Adult Income dataset to predict income brackets using a RandomForestClassifier. Emphasis is on feature engineering, data preprocessing with One-Hot Encoding, and model optimization through hyperparameter tuning.

Programming Languages:

  • Python

Technologies, Libraries & Frameworks:

  • Scikit Learn
  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn
  • Jupyter Notebooks
  • Git
  • GitHub
  • Poetry
  • Black

Adult Income Prediction

Description

A project leveraging the UCI Adult Income dataset to predict income brackets using a RandomForestClassifier. Emphasis is on feature engineering, data preprocessing with One-Hot Encoding, and model optimization through hyperparameter tuning.

Language

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