[DONATION] MTSC: Ford data

time-series-machine-learning / tsml-repo

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[DONATION] MTSC: Ford data #31

Open TonyBagnall opened 4 years ago

TonyBagnall commented 4 years ago

recommended by Mueen Ford dataset is my best regression dataset. https://www.kaggle.com/c/stayalert Given some vehicular, environmental and physiological time series, you will have to predict if a driver is attentive enough for driving. The dataset has ground truth in binary (0/1) values. However, attention is never a binary variable

ChangWeiTan commented 4 years ago

This seems interesting. Related to something I am working on right now, but using EEG from Emotiv.

TonyBagnall commented 4 years ago

can probably go in the MTSC archive too

ChangWeiTan commented 4 years ago

I am currently looking at these datasets and formatting them into data suitable for regression (eg the UCR data where the first value is the class and the rest is the series). How would we convert the ground truth to real values?