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The observation that decision trees are boosting algorithms, as cited in our work (1) and acknowledged by Nock and Nielsen (2), was first established by refs. 3 and 4. This was later used by refs. 5 and 6 to develop, to the best of our knowledge, the first decision tree algorithms based purely on boosting. This work, cited in our article, precedes refs. 7 and 8 cited by Nock and Nielsen (2). The original and important contributions of refs. 7 and 8 as they pertain to this discussion was to theoretically prove convergence rates for decision tree algorithms built with boosting, along with … [↵][1]1To whom correspondence may be addressed. Email: gilmer.valdes{at}ucsf.edu. [1]: #xref-corresp-1-1

Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree