Explaining the predictions— Shapley Values with PySpark
Interpreting Isolation Forest’s predictions — and not only
10 min readMar 20, 2021
The problem: how to interpret Isolation Forest’s predictions
More specifically, how to tell which features are contributing more to the predictions. Since Isolation Forest is not a typical Decision Tree (see…