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Predictions / Test & Score: output Evaluation Results as a regular table #6974

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wvdvegte opened this issue Jan 2, 2025 · 2 comments
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@wvdvegte
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wvdvegte commented Jan 2, 2025

What's your use case?
What's your proposed solution?
The evaluation results of Predictions and Test & Score can only be used as input to a limited number of widgets. I would like to be able to further process or save this table. I assume it wouldn't require a lot of effort to have also this output treated as a 'normal' table. Other widgets can do this with similar descriptive output, e.g., the coefficients of Linear Regression, or the correlations produced by the Correlations widget.

Are there any alternative solutions?
I guess further processing and/or converting to a regular table is possible using Python Script, but I haven't yet found out how to process the Object format of the current evaluation outputs there. This is perhaps because my Python coding abilities are basic (yet not completely absent).
Otherwise, the evaluation results can be copy-pasted from the evaluation widgets to a spreadsheet, but this doesn't preserve the column names.

@janezd janezd self-assigned this Jan 10, 2025
@janezd
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janezd commented Jan 10, 2025

We discussed this and we're a bit confused.

Test and Score, and Predictions already export a Table with all data that is shown in the upper part of predictions. The output Evaluation Results contains a table like this (packaged differently) plus all models. There's nothing else there, thus you either connect a Confusion Matrix or a similar widget via output "Evaluation Results", or Table via output "Predictions".

Or are you referring to the table shown in the bottom part of Predictions and in the Test and Score widget? Outputting it in a form of a Table would not be very useful, I think, would it? What would you use this output for, apart from saving as, say, Excel table?

@janezd janezd removed their assignment Jan 10, 2025
@wvdvegte
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Yes I actually meant he table shown in the bottom part of Predictions and in the Test and Score widget. This could be useful if you want to do further processing, such as relating the MAE to to the range of the target variable.

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