scikit-learn_bench
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IntelPython
scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for...
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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scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for...