Package: mshap 0.1.0.9001

mshap: Multiplicative SHAP Values for Two-Part Models

Allows for the computation of mSHAP values on two-part models as proposed by Matthews, S. and Hartman, B. (2021) <arxiv:2106.08990>. Also contains functions for simple plotting of the results (or any SHAP values). For information about the TreeSHAP algorithm that mSHAP builds on, see Lundberg, S.M., Erion, G., Chen, H., DeGrave, A., Prutkin, J.M., Nair, B., Katz, R., Himmelfarb, J., Bansal, N., Lee, S.I. (2020) <doi:10.1038/s42256-019-0138-9>.

Authors:Spencer Matthews [aut, cre]

mshap_0.1.0.9001.tar.gz
mshap_0.1.0.9001.zip(r-4.5)mshap_0.1.0.9001.zip(r-4.4)mshap_0.1.0.9001.zip(r-4.3)
mshap_0.1.0.9001.tgz(r-4.5-any)mshap_0.1.0.9001.tgz(r-4.4-any)mshap_0.1.0.9001.tgz(r-4.3-any)
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mshap.pdf |mshap.html
mshap/json (API)
NEWS

# Install 'mshap' in R:
install.packages('mshap', repos = c('https://srmatth.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/srmatth/mshap/issues

On CRAN:

explainable-aishap

4.78 score 4 stars 15 scripts 243 downloads 3 exports 40 dependencies

Last updated 3 years agofrom:3a0c7b1411. Checks:1 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 15 2025
R-4.5-winNOTEFeb 15 2025
R-4.5-macNOTEFeb 15 2025
R-4.5-linuxNOTEFeb 15 2025
R-4.4-winNOTEFeb 15 2025
R-4.4-macNOTEFeb 15 2025
R-4.3-winNOTEFeb 15 2025
R-4.3-macNOTEFeb 15 2025

Exports:mshapobservation_plotsummary_plot

Dependencies:beeswarmclicolorspacecpp11dplyrfansifarverforcatsgenericsggbeeswarmggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviporviridisLitewithr

mSHAP

Rendered frommSHAP.Rmdusingknitr::rmarkdownon Feb 15 2025.

Last update: 2021-06-15
Started: 2021-04-13

mshap_plots

Rendered frommshap_plots.Rmdusingknitr::rmarkdownon Feb 15 2025.

Last update: 2021-06-15
Started: 2021-04-18