explainer

explainer-package

<img src="figures/logo.png?package=explainer&version=1.0.2" style="float: right" alt="logo" width="120">
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.

internal

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.

Ramtin Zargari Marandi

Machine Learning Model Explainer

explainer-package function

Maintainer: Ramtin Zargari Marandi <a href="/link/ramtin.zargari.marandi%40regionh.dk?package=explainer&version=1.0.2" data-mini-rdoc="explainer::ramtin.zargari.marandi@regionh.dk">ramtin.zargari.marandi@regionh.dk</a> (<a href="https://orcid.org/0000-0001-9233-1656">ORCID</a>)

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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.

explainer: Machine Learning Model Explainer — explainer-package

Maintainer: Ramtin Zargari Marandi <a href='mailto:ramtin.zargari.marandi@regionh.dk'>ramtin.zargari.marandi@regionh.dk</a> (<a href='https://orcid.org/0000-0001-9233-1656'>ORCID</a>)

explainer-package: explainer: Machine Learning Model Explainer

Description

Arguments

Author

See Also