A GBM regressor trained on PHOENIX synthetic spectra estimates Teff for 1,733,852 LAMOST DR10 low-mass spectra, and a robust logistic classifier identifies 2,534 T Tauri star candidates.
Advanced Software, Control, and Communication Systems for Astronomy , year = 2004, editor =
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Effective temperatures estimation of low-mass stars and identification of T Tauri stars in LAMOST DR10 using machine learning
A GBM regressor trained on PHOENIX synthetic spectra estimates Teff for 1,733,852 LAMOST DR10 low-mass spectra, and a robust logistic classifier identifies 2,534 T Tauri star candidates.