ST-Tree with interpretability for multivariate time series classification

Mingsen Du, Yanxuan Wei, Yingxia Tang, Xiangwei Zheng, Shoushui Wei, Cun Ji

Abstract: Highlights•We propose the ST-Tree model, which can provide an interpretable decision process.•The decision-making process of our model is transparent and interpretable.•The ST-tree model is demonstrated to have improved accuracy.