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Summary
Improves the robustness and user experience of explainer plots by adding proper loading and error feedback in the frontend, and fixes SHAP value shape handling in the backend to ensure consistent and correct explainer outputs.
Type of Change
Check all that apply like this [x]:
Changes (by file)
frontend/components/ExplainersPlot.tsx:Added loading (
CircularProgress) and error UI states, improveduseEffectlogic to fetch plots only when the explainer status is valid, and prevented premature or unnecessary requests.frontend/locales/en.json:Added a localized error message for explainer failures.
frontend/locales/es.json:Added the Spanish translation for the explainer failure error message.
backend/explainers/kernel_shap.py:Corrected SHAP value shape ordering to
(n_instances, n_classes, n_features)usingnp.transposeinstead ofswapaxesto ensure compatibility.Testing