Across 124 time-series classification datasets, six open-source feature sets perform mostly equivalently, with tsfresh winning most often and simple quantile/FFT baselines competitive on several problems.
Data Mining and Knowledge Discovery38(4), 2141–2185 (2024)
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Statistical comparisons of time-series feature sets on classification tasks
Across 124 time-series classification datasets, six open-source feature sets perform mostly equivalently, with tsfresh winning most often and simple quantile/FFT baselines competitive on several problems.