Created
February 21, 2021 11:32
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| # Explanation from LIME model for observation 1 | |
| observation = 1 | |
| # Set the predict function for the model | |
| predict_fn = lambda x: rfmodel.predict_proba(x).astype(float) | |
| # Explain the prediction | |
| lime_explanation = rfexplainer.explain_instance(X_test.values[observation], rfpredict_fn, num_features=10) | |
| # Show the explanation in the notebook | |
| lime_explanation.show_in_notebook(show_table=True) |
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