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How to produce an average model from multiple other models.

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Dharmesh Joshi 2023-1-12

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回答： Sabin 2023-1-13

Hi

I have 8 models for voltage corrections based on temperture.

I am using the following command to obtaining the correction factor

predict(model1, liveTemperature(idx))

These are my plots as an example

I would like to create an extra model, which is the average of all the models.

Is there a simple way of achiving this? or do i need to produce the mean of all the data points to create new model?

Thanks

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Mathieu NOE 2023-1-12

hello

that is fairly simple , just do the y average of all your data

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Sabin 2023-1-13

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Sum the outputs of the eight models and divide at number of signals (8 in your case). For example if the 8 signals are y1,...,y8, the average would be y=(y1+y2+y3+...+y8)/8

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