modelDown (1.0.1)

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Make Static HTML Website for Predictive Models.

https://github.com/MI2DataLab/modelDown
http://cran.r-project.org/web/packages/modelDown

Website generator with HTML summaries for predictive models. This package uses 'DALEX' explainers to describe global model behavior. We can see how well models behave (tabs: Model Performance, Auditor), how much each variable contributes to predictions (tabs: Variable Response) and which variables are the most important for a given model (tabs: Variable Importance). We can also compare Concept Drift for pairs of models (tabs: Drifter). Additionally, data available on the website can be easily recreated in current R session. Work on this package was financially supported by the NCN Opus grant 2017/27/B/ST6/01307 at Warsaw University of Technology, Faculty of Mathematics and Information Science.

Maintainer: Kamil Romaszko
Author(s): Przemysaw Biecek [aut], Magda Tatarynowicz [aut], Kamil Romaszko [aut, cre], Mateusz Urbaski [aut]

License: Apache License 2.0

Uses: archivist, auditor, breakDown, DALEX, devtools, drifter, DT, ggplot2, kableExtra, psych, svglite, whisker, testthat, useful, ranger

Released 6 months ago.


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