Toward Transparent Sequence Models with Model-Based Tree Markov Model

Chan Hsu, Wei-Chun Huang, Jun-Ting Wu +2

In this study, we address the interpretability issue in complex, black-box Machine Learning models applied to sequence data. We introduce the Model-Based tree Hidden Semi-Markov Mo…