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RF localisation causes singularity issues #288

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odunbar opened this issue Mar 7, 2024 · 0 comments
Open

RF localisation causes singularity issues #288

odunbar opened this issue Mar 7, 2024 · 0 comments

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@odunbar
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odunbar commented Mar 7, 2024

issue

During optimization of RF hyperparameters, one of the loss function entries was zero-d out (a hack fix to remove this item).
It does not outwardly effect the calibration. But this causes ensembles in the optimisation algorithm to have a 0-uncertainty row, which causes an issue with the localisation algorithms that often invert the variance/covariance.

Solution

Remove the item from the loss function&data instead of simply zeroing it out.

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