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biosphere's Issues
quick(er) argsort
`min_samples_split` and `min_samples_leaf`
Gini
2 * (p0 * (1 - p0)) in our case of two classes.
Align API with ScikitLearn RandomForestRegressor
I.e., rename parameters.
Compare performance to other popular packages
Python:
-
scikit-learn
R
-
ranger -
randomForestSRC
Parallel computation of trees
Faster rng
E.g. SmallRng. See if this has an effect on performance (benchmarks).
Allow setting `mtry = "sqrt"`
Python bindings
How to save the model after training it?
Hi,
I recently discovered this crate and it seems the model is working pretty good after training it. I have 99.99% accuracy for my task. However the training part takes quite a bit of time and I was hoping I could save the model to disk and quickly load it without training it again and again.
`min_samples_leaf` does not do anything
R bindings
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