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2020-11-02 07:26:26 +08:00
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@@ -73,9 +73,21 @@ To ensure a robust score we use multiple multivariate regression timeseries.
For more see [notebooks/01.0-mc-datasets.ipynb](notebooks/01.0-mc-datasets.ipynb)
![](reports/figures/data_batches_appliances.png)
30 minute, current speed at Two Rocks 200m Mooring. Has tidal periods as extra features.
![](reports/figures/data_batches_currents.png)
A metal oxide (MOX) gas sensor exposed during 3 weeks to mixtures of carbon monoxide and humid synthetic air in a gas chamber.
![](reports/figures/data_batches_gas.png)
Hourly PM2.5 data of US Embassy in Beijing. This measures smoke as well as some pollen, fog, and dust particles of a certain size. Weather data from a nearby airport are included.
![](reports/figures/data_batches_pm25.png)
Hourly Minneapolis-St Paul, MN traffic volume for westbound I-94. Includes weather and holiday features from 2012-2018.
![](reports/figures/data_batches_traffice.png)