biolab / orange3-explain

Explainable AI add-on for Orange3
GNU General Public License v3.0
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ICE: Retain original feature values #54

Closed VesnaT closed 1 year ago

VesnaT commented 1 year ago
Issue

Some models normalise features which causes different values of x-axis for the same data for different models.

To reproduce, use housing dataset and Neural Network and Random Forest models: image

Description of changes

Plot original (not preprocessed) data on x-axis.

Includes
codecov-commenter commented 1 year ago

Codecov Report

Base: 89.69% // Head: 89.72% // Increases project coverage by +0.02% :tada:

Coverage data is based on head (6fc4fff) compared to base (3a346d7). Patch coverage: 100.00% of modified lines in pull request are covered.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## master #54 +/- ## ========================================== + Coverage 89.69% 89.72% +0.02% ========================================== Files 10 9 -1 Lines 3106 3104 -2 ========================================== - Hits 2786 2785 -1 + Misses 320 319 -1 ``` | [Impacted Files](https://codecov.io/gh/biolab/orange3-explain/pull/54?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=biolab) | Coverage Δ | | |---|---|---| | [orangecontrib/explain/inspection.py](https://codecov.io/gh/biolab/orange3-explain/pull/54/diff?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=biolab#diff-b3JhbmdlY29udHJpYi9leHBsYWluL2luc3BlY3Rpb24ucHk=) | `99.01% <100.00%> (+0.02%)` | :arrow_up: | Help us with your feedback. Take ten seconds to tell us [how you rate us](https://about.codecov.io/nps?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=biolab). Have a feature suggestion? [Share it here.](https://app.codecov.io/gh/feedback/?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=biolab)

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