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]

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

On CRAN:

explainable-aishap

3 exports 4 stars 1.02 score 40 dependencies 15 scripts 199 downloads

Last updated 3 years agofrom:3a0c7b1411. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:mshapobservation_plotsummary_plot

Dependencies:beeswarmclicolorspacecpp11dplyrfansifarverforcatsgenericsggbeeswarmggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviporviridisLitewithr