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Create a Model Moniter [FEA] #383
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I use |
This is more than a feature request, and in fact this is an
It is a area of active research, and I have had in discussion with some with regard to the |
Is your feature request related to a problem? Please describe.
Often we would like to know how the model is performing on the data over a period of time and maintain overall statistics of the model performance. These statistics can be further granularized to specific centers and demographics. If several models are deployed we can use this performance to track the performance of each separate model.
Describe the solution you'd like
A web-based dashboard where the model performance can be displayed. Something like Tensorboard.
Describe alternatives you've considered
None so far.
Additional context
These statistics can be further used for design model updating rules in a continuous fashion.
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