Exact implementation of RandomForest in Weka 3.7

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名媛妹妹
名媛妹妹 2021-02-11 04:38

Having reviewed the original Breiman (2001) paper as well as some other board posts, I am slightly confused with the actual procedure used by WEKAs random forest implementation.

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  •  梦如初夏
    2021-02-11 05:02

    To answer your questions

    1. Bagging (bootstrap aggregation) is indeed used. You can view that in the code on line 529

    2. It appears that RandomTree is used, as seen on line 530

    This information is from Weka 3.7.5, I believe this is correct all the way back to version 3.6.8, but I have not checked the source code.

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