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  1. doc_num = 2
  2. print('Actual Label:', y_test[doc_num])
  3. print('Predicted Label:', predictions[doc_num])
  4. exp.explain_instance(X_test.iloc[doc_num].values, xgc_np.predict_proba).show_in_notebook()
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