Question 2

Based on a critical assessment of the Nave Bayes model considered above. Answer the following questions:

Evaluate your Nave Bayes models from Questions 1 by calculating the accuracy on the test data

provided in Table 2. (2.3: 1 Marks)

Write a bullet point list of the advantages and disadvantages of the Nave Bayes classifier. (1.2: 2 Marks)

Write the answer of each of the following questions from the agency: (1.2: 3 Marks)

Is the Nave Bayes model a good choice to solve this problem?

If yes, why?

If no, why not, and what can we do to enhance this model?

Do you have any further recommendations that could help us improve our use of machine learning for this problem? Demonstrate your answer. (2.2: 4 Marks)

Table l: Table 2