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Because Naive Bayes works best when all of the independent variables are categorical, we shall convert the frequency of every phrase into a factor variable with labels “Yes” if frequency is greater than 0, and “No” whether it is equivalent to 0. Then we split the info into educate and check datasets inside the ratio of 8:two. Utilizing simple prop.table()