Astronomy

Building a 1D CNN for Exoplanet Discovery: Lessons from 0.96 ROC-AUC

A 1D CNN achieved a 0.96 ROC-AUC score by classifying Kepler light curves while overcoming extreme 1% class imbalance and data leakage.