CRAN/E | explainer

explainer

Machine Learning Model Explainer

Installation

About

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.

Citation explainer citation info
persimune.github.io/explainer/
github.com/PERSIMUNE/explainer
Bug report File report

Key Metrics

Version 1.0.1
Published 2024-04-18 9 days ago
Needs compilation? no
License MIT
License File
CRAN checks explainer results

Downloads

Yesterday 30 +200%
Last 7 days 145 +42%
Last 30 days 328 +44%
Last 90 days 770 +36%
Last 365 days 1.334

Maintainer

Maintainer

Ramtin Zargari Marandi

ramtin.zargari.marandi@regionh.dk

Authors

Ramtin Zargari Marandi

aut / cre

Material

README
Reference manual
Package source

macOS

r-prerel

arm64

r-release

arm64

r-oldrel

arm64

r-prerel

x86_64

r-release

x86_64

Windows

r-prerel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

explainer archive

Imports

cvms
data.table
dplyr
egg
ggplot2
ggpmisc
ggpubr
magrittr
plotly
tibble
tidyr
writexl

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