[ascl:2307.060]
MBASC: Multi-Band AGN-SFG Classifier
Karsten, J.;
Wang, L.;
Margalef-Bentabol, B.;
Best, P. N.;
Kondapally, R.;
La Marca, A.;
Morganti, R.;
Röttgering, H. J. A.;
Vaccari, M.;
Sabater, J.
MBASC (Multi-Band AGN-SFG Classifier) classifies sources as Active Galactic Nuclei (AGNs) and Star Forming Galaxies (SFGs). The algorithm is based on the light gradient-boosting machine ML technique. MBASC can use a wide range of multi-wavelength data and redshifts to predict a classification for sources.