random forest – ASSESS

Maravelias et al. 2022: A machine-learning photometric classifier for massive stars in nearby galaxies I. The method

By Grigoris Maravelias March 16, 2022 March 16, 2022 0

A machine-learning photometric classifier for massive stars in nearby galaxies I. The method Grigoris Maravelias, Alceste Z. Bonanos, Frank Tramper, Stephan de Wit, Ming Yang, Paolo Bonfini Context. Mass loss is a key parameter in the evolution of massive stars. Despite the recent progress in the theoretical understanding of how …

Publications

Kyritsis et al. 2021: A new automated tool for the spectral classification of OB stars

By Grigoris Maravelias October 28, 2021 October 27, 2021 0

A new automated tool for the spectral classification of OB stars E. Kyritsis, G. Maravelias, A. Zezas, P. Bonfini, K. Kovlakas, P. Reig (abridged) We develop a tool for the automated spectral classification of OB stars according to their sub-types. We use the regular Random Forest (RF) algorithm, the Probabilistic …