TIME SERIES CLASSIFICATION | Increase Accuracy by 10% This Way

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  • Опубликовано: 23 окт 2024

Комментарии • 4

  • @hackerborabora7212
    @hackerborabora7212 6 месяцев назад +1

    thank you for the video pls dont take alot of time i love your videos
    😍😍😍

  • @LokeKS
    @LokeKS 5 месяцев назад

    Did rocket work better?

    • @TimelyTimeSeries
      @TimelyTimeSeries  5 месяцев назад

      I haven't tried applying Rocket since we don't have the implementation code for datasets with unequal length of inputs, unless we preprocess the input by padding. I didn't give any padding to the input (haven't tried it either... perhaps I'll try it in the future) because I want to try using minimum data preprocessing. So, I use MiniRocket in this video because the implementation code is available in sktime library. And yes, MiniRocket works better.
      Maybe Rocket could work as well because according to the paper, MiniRocket, theoretically, gives roughly the same accuracy as Rocket. The huge difference between MiniRocket and Rocket is that MiniRocket works much faster than Rocket.