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fastshap - MaRDI portal

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fastshap (Q46911)

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Fast Approximate Shapley Values
Language Label Description Also known as
English
fastshap
Fast Approximate Shapley Values

    Statements

    instance of
    R package
    0 references
    software version identifier
    0.0.7
    publication date
    6 December 2021
    0 references
    0.0.2
    publication date
    22 November 2019
    0 references
    0.0.3
    publication date
    3 December 2019
    0 references
    0.0.4
    publication date
    26 January 2020
    0 references
    0.0.5
    publication date
    2 February 2020
    0 references
    0.0.6
    publication date
    3 December 2021
    0 references
    0.1.0
    publication date
    6 June 2023
    0 references
    0.1.1
    publication date
    22 February 2024
    0 references
    programmed in
    R
    0 references
    last update
    22 February 2024
    0 references
    description
    Computes fast (relative to other implementations) approximate Shapley values for any supervised learning model. Shapley values help to explain the predictions from any black box model using ideas from game theory; see Strumbel and Kononenko (2014) <doi:10.1007/s10115-013-0679-x> for details.
    0 references
    imports
    foreach
    0 references
    Rcpp
    software version identifier
    ≥ 1.0.1
    0 references
    utils
    0 references

    Identifiers

    swMATH work ID
    35202
    0 references
    CRAN project
    fastshap
    0 references
     
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