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Non-default parameters used for ExtraTrees benchmarking #165

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icfaust opened this issue Nov 26, 2024 · 0 comments
Open

Non-default parameters used for ExtraTrees benchmarking #165

icfaust opened this issue Nov 26, 2024 · 0 comments

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@icfaust
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icfaust commented Nov 26, 2024

By definition, the extratrees algorithm does not use bootstrapping, but the default is true. This will impact the accuracy results, and possibly the timing results:

https://github.com/IntelPython/scikit-learn_bench/blob/main/configs/regular/ensemble.json#L13
https://scikit-learn.org/dev/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html

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