Abstract
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.
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