How to produce an average model from multiple other models.

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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

Risposte (1)

Sabin
Sabin il 13 Gen 2023
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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