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When HMA1 is used with a non-parametrical model the message that informs the user about the model not being parametric is being wrongly caught on this try/except block and it ends up producing a cryptic error message. See #340.
We should modify the except block to let the NonParametricError go up.
Another possibility to consider is to add a control during instantiation to certify that the model is actually parametric before even starting to fit on the data.
The text was updated successfully, but these errors were encountered:
sync-by-unitobot
changed the title
HMA1 with non parametric tabular models: improve the error message
SDV - #362 HMA1 with non parametric tabular models: improve the error message
Apr 13, 2021
sync-by-unitobot
changed the title
SDV - #362 HMA1 with non parametric tabular models: improve the error message
HMA1 with non parametric tabular models: improve the error message
Apr 13, 2021
This issues is no longer relevant after SDV 1.0 (Beta!), as we no longer expose any options that would allow users to apply a non-parametric model to this synthesizer.
Error Description
When HMA1 is used with a non-parametrical model the message that informs the user about the model not being parametric is being wrongly caught on this
try/except
block and it ends up producing a cryptic error message. See #340.Steps to reproduce
See #340.
How to Fix
We should modify the except block to let the NonParametricError go up.
Another possibility to consider is to add a control during instantiation to certify that the model is actually parametric before even starting to fit on the data.
The text was updated successfully, but these errors were encountered: