Expose time series validation results to GUI - Githubissues

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Expose time series validation results to GUI #520

Open paxcema opened 3 years ago

paxcema commented 3 years ago

In time series tasks, the model analysis phase should expose:

forecasts
actual series values
accuracy metrics (within bounds, balanced acc score, MSE, sMAPE, etc.)

And particularly for numerical targets:

confidence bounds (if enabled)
anomaly tags (if enabled)

The previous info. should be computed:

using the validation dataset
for all groups (as determined by the group_by argument)
for all timesteps that the user has specified (nr_predictions argument)