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Tried weighting MSEs #17

Merged
merged 6 commits into from
Jun 18, 2024
Merged

Tried weighting MSEs #17

merged 6 commits into from
Jun 18, 2024

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ptrscll
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@ptrscll ptrscll commented Jun 17, 2024

I wrote a new script (initial_norm_exp.R) to try to more equally weight the temperature and CO2 MSEs. My initial attempt at this is to have my objective function be the average of the normalized MSEs for each variable (where the NMSE is just the MSE divided by the sum of the squares of the observed values).

Using this new approach, I got some pretty different results. I still need to graph them, but notably all three parameters are at their boundary values for the LBFGS-B box.

This PR is relevant to issue #8

@ptrscll ptrscll mentioned this pull request Jun 17, 2024
@ptrscll ptrscll merged commit fa4397a into main Jun 18, 2024
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@ptrscll ptrscll deleted the weighted_mse branch July 11, 2024 20:10
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