In Chapter 4, metafeatures were introduced as a means of feature construction, and a pedagogical example with one metafeature was demonstrated. In this chapter, we explore how to build a temporal learner (in particular, a weak temporal learner) for real-world practical domains using many metafeatures. We also consider several specific metafeatures and consider the implementation of a temporal learner called TClass.