Explainability in Process Outcome Prediction: Guidelines to Obtain Interpretable and Faithful Models

Alexander Stevens, Johannes De Smedt

Although a recent shift has been made in the field of predictive process monitoring to use models from the explainable artificial intelligence field, the evaluation still occurs ma…