A machine learning engineer is in the process of building a decision trees algorithm. The algorithm should classify an activity, resembled as a collection of many features, as suspicious or not. He observes that most of the features have a weak correlation with each other. However, feature 1 and feature 5 have a correlation of 0.95. What is the easiest solution to this problem, if any?