Question: 3 . [ 1 0 marks ] Describe the concept of the Naive Bayes classifier and how it makes predictions. Discuss the assumptions underlying the

3.[10 marks] Describe the concept of the Naive Bayes classifier and how it makes predictions. Discuss the assumptions underlying the Naive Bayes algorithm. Provide an example to illustrate its application in a real-world scenario.

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