Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest

Matteo Ceschin, Leonardo Arrighi, Luca Longo +1

The need to explain predictive models is well-established in modern machine learning. However, beyond model interpretability, understanding pre-processing methods is equally essent…