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    Machine learning foundations· 1996

    Bagging Predictors

    Leo Breiman (first author) · 1996

    Read the original

    DOI 10.1007/bf00058655OpenAlex W2912934387

    On the reading lists

    Why it matters

    Introduced bootstrap aggregation, reducing prediction variance and transforming ensemble construction.

    Condensed from the expert lists' notes.

    The record

    First released
    1996 (from OpenAlex)
    Citations
    17,788 citations, as counted by OpenAlex (CC0)
    Named by
    both expert lists
    Score
    0.549 · computed rank 191 · consensus 0.77, must-read 0, citations percentile 0.909 (1990s · foundations), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.