Anatomy of an Improvement
· 5 min read
I built a pipeline that models spectral classification based on the principles of stellar physics. The model autonomously learned that Calcium and Hydrogen line-strength ratios are the best temperature indicators, validating our feature engineering approach and allowing us to reach 56% accuracy.