Morphological Classification of Galaxies Through Structural and Star Formation Parameters Using Machine Learning

G. Aguilar-Argüello, G. Fuentes-Pineda, H. M. Hernández-Toledo +9

We employ the XGBoost machine learning (ML) method for the morphological classification of galaxies into two (early-type, late-type) and five (E, S0--S0a, Sa--Sb, Sbc--Scd, Sd--Irr…