Almost all datasets in the UCR archive contain only time series sequences that are segmented and scaled to the same length, which is unrealistic. Are there any time series datasets that are not segmented but labeled?


The new UCR datasets have a few such examples, see https://arxiv.org/abs/1810.07758

Also, there are three or four such datasets in https://www.cs.ucr.edu/~eamonn/SDM_RealisticTSClassifcation_cameraReady.pdf


  • Eamonn, Thank you for answering! I'll go check with these datasets.
    – Renzhi Wu
    Dec 20 '18 at 8:30

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