Explaining Next-Activity Prediction with Activity-Level Shapley Attributions
This software implements the framework presented in "Explaining Next-Activity Prediction with Activity-Level Shapley Attributions." It trains Transformer classifiers (BERT-base and RoBERTa-base) to predict the next activity of an ongoing case from its observed activity prefix and explains the predictions with SHAP at t...