Utilization of the random forest method for studying some heavy mesons spectra via machine learning technique

The random forest method is used for the first time to provide results for some heavy meson spectra, such as Formula: see text mesons. The performance of our model in predicting the mass spectra of Formula: see text mesons from 1S to 6S states is investigated. The predictions are in a good accordance with the latest experimental data and other theoretical approaches.