Test contribution/robustness detector #1908
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Description
This PR aim to add a new detector for testing the robustness when a single categorial values. I tried to add a detector and a new tranformation function which shuffle all categorial values and add in issue if the accuracy of the model decreased too much.
I created a new base categorial detector which basically has the same methods than the basedetectortext, only the method "run" change, we only take "category" feature insteand of text.
Furthermore, i tried to check info around the taxonomy, do you have a link or something in order to get more info around that, for now the taxonomy is None on the categorial detector class.
Related Issue
Scan: Add a robustness detector to the scan that perturbs categorial values #1847
#1847
Type of Change
Checklist
CODE_OF_CONDUCT.md
document.CONTRIBUTING.md
guide.pdm.lock
runningpdm update-lock
(only applicable whenpyproject.toml
has beenmodified)