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alteryx / evalml

EvalML is an AutoML library written in python.
https://evalml.alteryx.com
BSD 3-Clause "New" or "Revised" License
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How to use AutoMLSearch for Time Series Classification #3562

Open shamilnabiyev opened 2 years ago

shamilnabiyev commented 2 years ago

I'm wondering if it's possible to apply AutoMLSearch for the Human Activity Recognition task. In that problem each time window belongs to specific class, i.e. walking, lifting, sleeping etc (s. screenshot).

image

chukarsten commented 2 years ago

@shamilnabiyev We should be able to! This looks a lot like a multivariate timeseries classification problem! Check out our docs about time series and see if you can get some success using our tutorial.