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) doi:10.48550/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.
- Version0.1.0
- R versionunknown
- LicenseMIT
- Needs compilation?No
- Last release06/17/2021
Documentation
Team
Spencer Matthews
Insights
Last 30 days
This package has been downloaded 158 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 2,110 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 25 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports10 packages
- Suggests7 packages