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Currently, we can use ML.NET to evaluate the performance of a model. However, when the model is passed to a third party, the evaluation metrics must be passed separately.
If you consider the evaluation metrics** to be properties of the model, then it makes sense to include them in the model. I expect this to be helpful in deployment, productionization, debugging, etc. Plus it would be nice to have properties of the model visible in an IDE and accessible programatically.
Related to #511
** e.g. over a dataset representative of the expected distribution of data to be seen by the model
tauheedul
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enhancementNew feature or requestNew feature or request