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.
- Version1.0.2
- R versionunknown
- LicenseMIT
- LicenseLICENSE
- Needs compilation?No
- explainer citation info
- Last release09/30/2024
Documentation
Team
Ramtin Zargari Marandi
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- Imports14 packages
- Suggests15 packages