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Interpreting the Model with LIME Next, let’s use LIME to interpret the predictions of the machine learning model. import lime import lime.lime_tabular # Initialize the LIME explainer explainer = lime.lime_tabular.LimeTabularExplainer(X_train.values, mode='regression', feature_names=X_train.columns,