In T196475: Experiment with LIME integration for ORES, providing explanations for its predictions, we demonstrated how LIME might be used to provide insight into ORES predictions. The results were promising, and we should consider building a special-purpose tool to allow exploration.
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We are moving to Lift Wing: https://wikitech.wikimedia.org/wiki/Machine_Learning/LiftWing
I am closing old tasks related to ORES since it is being deprecated, please re-open if you feel that any work could be done on Lift Wing.