Implement the nave Bayes classifier in the programming language of your choice, and use it to classify pages of text, based on which words appear

Implement the naïve Bayes classifier in the programming language of your choice, and use it to classify pages of text, based on which words appear on the page. To do this, you will first need to train the classifier with pre-classified examples of pages. You should choose two classifications: interesting and not interesting, and try to make the interesting category fairly narrow: for example, it might be “pages about Bayesian reasoning.”What happens if you make the category very broad (such as “pages I find interesting”)?