R package ceterisParibus: Ceteris Paribus Profiles. Ceteris Paribus Profiles (What-If Plots) are designed to present model responses around selected points in a feature space. For example around a single prediction for an interesting observation. Plots are designed to work in a model-agnostic fashion, they are working for any predictive Machine Learning model and allow for model comparisons. Ceteris Paribus Plots supplement the Break Down Plots from ’breakDown’ package.
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References in zbMATH (referenced in 2 articles )
Showing results 1 to 2 of 2.
- Hubert Baniecki; Przemyslaw Biecek: modelStudio: Interactive Studio with Explanations for ML Predictive Models (2019) not zbMATH
- Aleksandra Grudziaz, Alicja Gosiewska, Przemyslaw Biecek: survxai: an R package for structure-agnostic explanations of survival models (2018) not zbMATH