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Clarification of `observed data` #5

Open brandomr opened 3 years ago

brandomr commented 3 years ago

Is the idea behind observed data that there would be some datasets that a user uploads which represent ground truth that could be used for assessing the model?

For example, if the model predicts crop production, then a observed data would be some set of data cubes which represent "actuals" for crop production (e.g. from the Central Statistical Agency etc)?

mkozlowski-uncharted commented 3 years ago

Correct, this field arose from our discussions on tracking provenance. A model could include some data that would be exposed as "cubes" in Causemos that the user could use for performing transforms or comparative analysis.

I added it as an array in the model structure because presumably these cubes would be available and known right away during model registration. We could also move this to be a flag on an actual cube if it makes it easier.