Episode Classification

Episode Classification is a branch of time series classification that focuses on categorizing groups of observations within a time series into different classes, such as critical events and normal events. This task provides crucial support in areas like financial risk monitoring, medical diagnosis, and equipment maintenance by identifying and classifying patterns and anomalies within specific time intervals, thereby enhancing decision-making efficiency and accuracy.