a.1) Briefly describe the steps of Fuzzy Logic System with one real life example. a.2) Describe the steps of K-fold cross validation. a.3) In .632 bootstrap, where does the figure, 63.2% come from? a.4) Describe the approaches of Random Forests and Rain Forests for classification. a.5) Flow does Boosting compare with Bagging?

(5 + 5 + 5 + 5 + 5 Marks)