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gaugup avatar gaugup commented on July 27, 2024

@dylan-kelahealth, The error looks to me correctly raised. Your model would have been trained on integer features so not sure how it would interpret non-integer values if dice-ml decides to generate floating point values. Correct me if you think that is not accurate.

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dylan-kelahealth avatar dylan-kelahealth commented on July 27, 2024

@gaugup If this is a correctly raised error, then the error message might benefit from revision (e.g. type checking). Several other issues have posted about the same error message. This is also not clarified in the documentation.

This was confusing because "value outside the dataset" implies outside the defined range. The range contains the query value unless the range is specified as integers only, which it is not.

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gaugup avatar gaugup commented on July 27, 2024

Thanks for clarifying. I think we should raise a better error message in this case to ask user to align types.

Could you provide the exact notebook code that reproduces this error?

Thanks!

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