Interpretability analysis methods, such as LIME and SHAP, are widely employed to explain the predictions of artificial … of each algorithm is first evaluated, followed by the application of LIME and SHAP to assess the influence of input …

-agnostic Explanations (LIME) and the Shapley Additive Explanations (SHAP). This XAI approach thus enables us to interpret the prediction …

applying the Local Interpretable Model-Agnostic Explanations (LIME) explainability technique. Our results show that multilayer … on our findings from LIME, building models on imbalanced datasets results in biased predictions towards the majority … class. Model developers in the field of finance could consider explanation methods such as LIME to extend the use of deep …

-agnostic Explanations (LIME) and the Shapley Additive Explanations (SHAP). This XAI approach thus enables us to interpret the prediction …

Lime is an essential raw material for iron and steel production, in construction and agriculture, in civil engineering … process CO2 emissions associated with the production of lime, efficient capture technologies need to be developed and … utilizes lime as the sorbent for the CO2 capture. In this work, a retrofit configuration of this process is presented and …

packages). LIME2(Life cycle Impact Assessment Method based on Endpoint Modeling Version 2) was applied in the environmental …