Question: (4) Load the breast cancer dataset from sklearn package. Perform exploratory data analysis and set up a KNN classifier. Propose an appropriate value for K.

(4) Load the breast cancer dataset from sklearn package. Perform exploratory data analysis and set up a KNN classifier. Propose an appropriate value for K. Show the relevant performance metrics. Assess whether scaling the dataset improves performance. Compare the performance of the best KNN classifier with the Naive Bayes algorithm. (25 marks)

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