Chapter 23 Other topics

(Paluszynska and Biecek 2017b) (Goldstein, Kapelner, and Bleich 2017) (Apley 2018b)

(Tatarynowicz, Romaszko, and Urbański 2018)

References

Paluszynska, Aleksandra, and Przemyslaw Biecek. 2017b. RandomForestExplainer: Explaining and Visualizing Random Forests in Terms of Variable Importance. https://CRAN.R-project.org/package=randomForestExplainer.

Goldstein, Alex, Adam Kapelner, and Justin Bleich. 2017. ICEbox: Individual Conditional Expectation Plot Toolbox. https://CRAN.R-project.org/package=ICEbox.

Apley, Dan. 2018b. ALEPlot: Accumulated Local Effects (Ale) Plots and Partial Dependence (Pd) Plots. https://CRAN.R-project.org/package=ALEPlot.

Tatarynowicz, Magda, Kamil Romaszko, and Mateusz Urbański. 2018. ModelDown: Make Static Html Website for Predictive Models. https://github.com/MI2DataLab/modelDown.