UniCoMTE: A Universal Counterfactual Framework for Explaining Time-Series Classifiers on ECG Data

Justin Li, Efe Sencan, Jasper Zheng Duan +3

Machine learning models, particularly deep neural networks, have demonstrated strong performance in classifying complex time series data. However, their black-box nature limits tru…