[scikit-learn] Why the default max_samples of Random Forest is X.shape[0]?

Fernando Marcos Wittmann fernando.wittmann at gmail.com
Sun May 10 18:40:40 EDT 2020


My question is why the full dataset is being used as default when building
each tree. That's not random forest. The main point of RF is to build each
tree with a subsample of the full dataset

On Sun, May 10, 2020, 09:50 Joel Nothman <joel.nothman at gmail.com> wrote:

> A bootstrap is very commonly a random draw with replacement of equal size
> to the original sample.
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