Question $1$

Suppose you have a dataset with $1,000$ features in total. $100$ of these features are

informative. Another $100$ features are exact copies of the first $100$ features. The

remaining $800$ features are not informative. Assuming you have enough training

examples to assess the informativeness of features, how many features will a filter

method select?