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explainer: Machine Learning Model Explainer
It enables detailed interpretation of complex classification and regression models through Shapley analysis including data-driven characterization of subgroups of individuals. Furthermore, it facilitates multi-measure model evaluation, model fairness, and decision curve analysis. Additionally, it offers enhanced visualizations with interactive elements.
Getting started
Browse package contents
Package details |
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| Author | Ramtin Zargari Marandi [aut, cre] (<https://orcid.org/0000-0001-9233-1656>) |
| Maintainer | Ramtin Zargari Marandi <ramtin.zargari.marandi@regionh.dk> |
| License | MIT + file LICENSE |
| Version | 1.0.2 |
| URL | https://persimune.github.io/explainer/ https://github.com/PERSIMUNE/explainer |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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