Shed Light on Black Box Machine Learning Models
Shed light on black box machine learning models by
the help of model performance, permutation variable importance (Fisher
et al. (2018) ), ICE profiles, partial
dependence (Friedman J. H. (2001) ),
and further effects plots. All tools are implemented to work with case
weights and allow for stratified analysis. Furthermore, multiple
flashlights can be combined and analyzed together.