FeatureBot is an AI-assisted feature engineering workflow designed to improve predictive model performance using the Adult Income dataset.
- Build baseline classification model
- Apply feature engineering techniques
- Compare enhanced model performance
- Maintain transparent evaluation process
Python, Pandas, Scikit-learn, Google Colab
- Data cleaning and preprocessing
- Encoding categorical features
- Baseline model training
- Feature engineering
- Enhanced model evaluation
Adult Census Income Dataset (Kaggle)
Enhanced model achieved comparable performance demonstrating structured feature engineering approach.