Age Determination of LAMOST Red Giant Branch stars based on the Gradient Boosting Decision Tree method

Hai-Feng Wang, Giovanni Carraro, Xin Li +5

In this study we estimate the stellar ages of LAMOST DR8 Red Giant Branch (RGB) stars based on the Gradient Boosting Decision Tree algorithm (GBDT). We used 2,643 RGB stars extract…