Question 3: Text categorization (40 points) Consider the following word frequency and documents. Word sqrt chip chip 10g web limit cpu equal class Doc1 Math Doc2 45 Comp Doc3 22 Comp Doc4 Math Doc5 Math Doch Comp Question: given the test document D (sqrt), which category should it be assigned? Show your reasoning. Tips: use Nave Bayes classifier for text categorization