@article{learningphysicsfromthemachinean, title = {Interpretable Boosted Decision Tree Analysis for the Majorana Demonstrator}, author = {I. J. Arnquist and F. T. Avignone III and A. S. Barabash and C. J. Barton and K. H. Bhimani and E. Blalock and B. Bos and M. Busch and M. Buuck and T. S. Caldwell and Y -D. Chan and C. D. Christofferson and P. -H. Chu and M. L. Clark and C. Cuesta and J. A. Detwiler and Yu. Efremenko and S. R. Elliott and G. K. Giovanetti and M. P. Green and J. Gruszko and I. S. Guinn and V. E. Guiseppe and C. R. Haufe and R. Henning and D. Hervas Aguilar and E. W. Hoppe and A. Hostiuc and M. F. Kidd and I. Kim and R. T. Kouzes and T. E. Lannen V and A. Li and J. M. Lopez-Castano and E. L. Martin and R. D. Martin and R. Massarczyk and S. J. Meijer and T. K. Oli and G. Othman and L. S. Paudel and W. Pettus and A. W. P. Poon and D. C. Radford and A. L. Reine and K. Rielage and N. W. Ruof and D. C. Schaper and D. Tedeschi and R. L. Varner and S. Vasilyev and J. F. Wilkerson and C. Wiseman and W. Xu and C. -H. Yu}, year = {2022}, eprint = {2207.10710}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2207.10710v5}, }