A benchmark with 10 datasets and 13 transformations ranks 41 time-series evaluation measures by reliability, consistency, and speed, and finds embedding choice strongly affects scores.
Using dynamic time warping to find patterns in time series
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STEB: In Search of the Best Evaluation Approach for Synthetic Time Series
A benchmark with 10 datasets and 13 transformations ranks 41 time-series evaluation measures by reliability, consistency, and speed, and finds embedding choice strongly affects scores.