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A Machine Learning Specialist is building a model that can identify whether a spike in highway traffic indicates an event requiring a timely response such as vehicle collisions and pedestrian accidents. The Specialist will use a time-series dataset for training and the severity of the event will be based on the anomaly score given by the model. Which machine learning algorithm is the MOST appropriate for this task?