Dears,,

I want answers for these questions (not writen by hand please):

1) Select two application areas for data mining NOT discussed in the text book and briefly discuss how data mining is being used to solve a problem (or to explore an opportunity)?.

2)What is Association Rule Mining? And explain how Market-basket analysis helps retail business to maximize the profit from business transactions?

3)Discuss k-nearest Neighbor (KNN) learning algorithm. What is the significance of the value of k in k-NN.

4)Discuss the two estimation methods of classification-type data mining models while considering ANN as a classifier.