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.
In: 2021 International Conference on Data Mining Workshops (ICDMW), pp
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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.