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Exercise

Permutation importance for MLPClassifier

Your task is to use permutation importance to identify which features are most impactful in predicting heart disease with an MLPClassifier.

X containing the features and y containing the labels have been pre-loaded for you. matplotlib.pyplot has been imported as plt.

Instructions

100 XP
  • Compute the permutation importance with 10 repeats using a random_state of 1.
  • Plot feature importances with a bar plot.