Exercise

Interpreting classifiers locally

Now you have a KNN classifier model that predicts the presence of heart disease based on features like age, sex, chest pain type, and blood pressure. Your task is to assess how each feature affects the prediction for a given sample.

The KNN model and the necessary packages are pre-loaded for you.

Instructions

100 XP

Create a LIME explainer for the KNN classifier model.
Generate an explanation for the model's prediction on the provided sample_data_point.
Display the influence of each feature on the prediction.

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Instructions

Exercise