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SuperLearner - MaRDI portal

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SuperLearner (Q20166)

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Super Learner Prediction
Language Label Description Also known as
English
SuperLearner
Super Learner Prediction

    Statements

    instance of
    R package
    0 references
    programmed in
    R
    0 references
    last update
    20 February 2024
    0 references
    software version identifier
    2.0-4
    publication date
    27 September 2011
    0 references
    2.0-6
    publication date
    1 March 2012
    0 references
    2.0-9
    publication date
    11 September 2012
    0 references
    2.0-10
    publication date
    3 September 2013
    0 references
    2.0-15
    publication date
    21 July 2014
    0 references
    2.0-19
    publication date
    4 February 2016
    0 references
    2.0-21
    publication date
    1 December 2016
    0 references
    2.0-22
    publication date
    19 July 2017
    0 references
    2.0-23
    publication date
    12 March 2018
    0 references
    2.0-24
    publication date
    11 August 2018
    0 references
    2.0-25
    publication date
    10 August 2019
    0 references
    2.0-26
    publication date
    10 December 2019
    0 references
    2.0-28.1
    publication date
    18 July 2023
    0 references
    2.0-28
    publication date
    10 May 2021
    0 references
    2.0-29
    publication date
    20 February 2024
    0 references
    author
    Eric Polley
    0 references
    Erin Ledell
    0 references
    Chris Kennedy
    0 references
    Mark van der Laan
    0 references
    maintained by
    Eric Polley
    0 references
    depends on software
    nnls
    0 references
    gam
    software version identifier
    ≥ 1.15
    0 references
    R
    software version identifier
    ≥ 2.14.0
    0 references
    imports
    cvAUC
    0 references
    methods
    0 references
    description
    Implements the super learner prediction method and contains a library of prediction algorithms to be used in the super learner.
    0 references

    Identifiers

    swMATH work ID
    8154
    0 references
    CRAN project
    SuperLearner
    0 references
     
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