Time Series Multiple Inputs
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Hello,
I am confused about the multiple values of inputs and targets in a neural network. More so about whether Matlab can do it and how would I correctly format the data.
Let's go to the pollution dataset:
pollutionInputs - a 1x508 cell array of 8x1 vectors representing
eight measurements over 508 timesteps.
1. Temperature
2. Relative humidity
3. Carbon monoxide
4. Sulfer dioxide
5. Nitrogen dioxide
6. Hydrocarbons
7. Ozone
PollutionTargets - a 2x508 cell array of 3x1 vectors representing
a 219 timesteps of three kinds of mortality to be predicted.
1. Total mortality
2. Respiratory mortality
3. Cardiovascular mortality
How would I enter or refine the data for multiple trials at exactly same time? e.g. I measured the eight measurements above from several different people at the same time and then got multiple outputs as well? Can somebody explain how the data would be formatted correctly? Could you show me a quick example using the pollution dataset.
Thank you.
1 个评论
Srivardhan Gadila
2019-10-14
Can you provide more information on whether you are trying to predict future/current data based on past inputs or is it fitting some neural network to some inputs and outputs(i.e., output and input are of same time)?
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