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Impact of subsampling and tree depth on random forests - MaRDI portal

Impact of subsampling and tree depth on random forests (Q4615432)

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scientific article; zbMATH DE number 7007329
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English
Impact of subsampling and tree depth on random forests
scientific article; zbMATH DE number 7007329

    Statements

    title
    Impact of subsampling and tree depth on random forests (English)
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    author
    Roxane Duroux
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    Erwan Scornet
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    publication date
    28 January 2019
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    zbMATH Keywords
    random forests
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    randomization
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    parameter tuning
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    subsampling
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    tree depth
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    decision trees
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    Identifiers

    DOI
    10.1051/ps/2018008
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    Mathematics Subject Classification ID
    62G05
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    62H30
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    62G20
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    68T05
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    zbMATH DE Number
    7007329
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    OpenAlex ID
    W2794159684
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    arXiv ID
    1603.04261
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