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Random Forests documentation #532

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RafaelRosa81 opened this issue Aug 23, 2024 · 0 comments
Open

Random Forests documentation #532

RafaelRosa81 opened this issue Aug 23, 2024 · 0 comments

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@RafaelRosa81
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Hello. I am starting to use Rapids for some academic work and I need a reference to how was built the Random Forests algorithm that cuML uses.

I understand that the source is the creator of the model (Breiman, 2001; Breiman, 2002) but my question is who coded the algorithm.

As an analogy, for example, in R in the help section, I can get this when I search for Random Forests:
Author(s)
Andy Liaw [email protected] and Matthew Wiener [email protected], based on original Fortran code by Leo Breiman and Adele Cutler.

References
Breiman, L. (2001), Random Forests, Machine Learning 45(1), 5-32.

Breiman, L (2002), “Manual On Setting Up, Using, And Understanding Random Forests V3.1”, https://www.stat.berkeley.edu/~breiman/Using_random_forests_V3.1.pdf.

Is there anywhere within the Rapids documentation where I can find this kind of information?

Thank you

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