TheVetOfExoplanet

I built an XGBoost classifier that identifies real exoplanets from NASA Kepler data. Instead of using diagnostic flags like other competitors (which inflates accuracy to 94%+), I used only raw physics features. Lower score, but honest methodology and actually interpretable results.

Built With

• jupyter
• matplotlib
• pandas
• python
• scikit-learn
• xgboost