Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis

Hiroshi Yokoyama, Ryusei Shingaki, Kaneharu Nishino +2

Recent rapid advancements of machine learning have greatly enhanced the accuracy of prediction models, but most models remain "black boxes", making prediction error diagnosis chall…