Explaining Black Box Models: Ensemble and Deep Learning Using LIME and SHAP

This article will demonstrate explainability on the decisions made by LightGBM and Keras models in classifying a transaction for fraudulence, using two state of the art open source explainability techniques, LIME and SHAP.

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Explaining Black Box Models: Ensemble and Deep Learning Using LIME and SHAP