004_lime_vs_shap

explainers.py

import lime 
from lime import lime_tabular

lime_explainer = lime_tabular.LimeTabularExplainer(
    training_data=np.array(X_train),
    feature_names=X_train.columns,
    class_names=['bad', 'good'],
    mode='classification'
)


lime_exp = lime_explainer.explain_instance(
    data_row=test_1,
    predict_fn=model.predict_proba
)
lime_exp.show_in_notebook(show_table=True)